## Warning: package 'ggplot2' was built under R version 3.2.4
## 
## Call:
## lm(formula = OTover ~ OTzscores[, 2] + OTzscores[, 3] + OTzscores[, 
##     4] + OTzscores[, 5] + OTzscores[, 6] + OTzscores[, 7] + OTzscores[, 
##     8] + OTzscores[, 9] + OTzscores[, 10] + OTzscores[, 11] + 
##     OTzscores[, 12], data = OTzscores)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.83061 -0.25319  0.09644  0.23603  0.45406 
## 
## Coefficients:
##                   Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      2.935e-16  2.526e-02   0.000   1.0000    
## OTzscores[, 2]   2.514e-02  3.695e-02   0.680   0.4974    
## OTzscores[, 3]  -5.857e-03  3.562e-02  -0.164   0.8696    
## OTzscores[, 4]   3.331e-02  3.193e-02   1.043   0.2987    
## OTzscores[, 5]  -3.582e-03  3.424e-02  -0.105   0.9168    
## OTzscores[, 6]   4.180e-01  3.582e-02  11.668   <2e-16 ***
## OTzscores[, 7]   3.703e-01  3.206e-02  11.550   <2e-16 ***
## OTzscores[, 8]   3.633e-01  3.280e-02  11.078   <2e-16 ***
## OTzscores[, 9]   7.896e-03  2.591e-02   0.305   0.7610    
## OTzscores[, 10]  6.485e-02  3.454e-02   1.877   0.0625 .  
## OTzscores[, 11] -2.325e-03  2.857e-02  -0.081   0.9353    
## OTzscores[, 12]  3.474e-02  3.519e-02   0.987   0.3252    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.3165 on 145 degrees of freedom
## Multiple R-squared:  0.9075, Adjusted R-squared:  0.9005 
## F-statistic: 129.3 on 11 and 145 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = OTover ~ OTReduced[, 2] + OTReduced[, 3] + OTReduced[, 
##     4], data = OTReduced)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -0.9368 -0.2040  0.0623  0.2221  0.6112 
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)    
## (Intercept)    3.571e-16  2.543e-02    0.00        1    
## OTReduced[, 2] 4.534e-01  3.218e-02   14.09   <2e-16 ***
## OTReduced[, 3] 3.999e-01  2.793e-02   14.32   <2e-16 ***
## OTReduced[, 4] 3.863e-01  2.981e-02   12.96   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.3187 on 153 degrees of freedom
## Multiple R-squared:  0.901,  Adjusted R-squared:  0.8991 
## F-statistic: 464.3 on 3 and 153 DF,  p-value: < 2.2e-16

## K-means clustering with 4 clusters of sizes 3, 4, 1, 3
## 
## Cluster means:
##        Speed Acceleration  Strength   Agility  Awareness Run.Block
## 1  4.3725026   2.03964560 17.434019  5.406568  28.334381 19.576542
## 2 11.5375020   5.76485179  8.202127 30.186275  36.498887 10.060428
## 3 -0.2911155  -0.03809407 27.753838 17.137228 151.516903 29.155275
## 4 17.9941886  11.32661005 -1.296954 10.068049   1.293293  3.095174
##   Pass.Block     Injury  Stamina Toughness Impact.Block
## 1 11.2617045 -0.4865262 12.16917 34.528771    18.500068
## 2 29.8681304 -1.9579863 26.09695 17.240579    34.040033
## 3 49.2445697  4.2090887 36.17010 28.094031    43.443655
## 4  0.4977408 10.0825712  4.59252  4.127402     5.300847
## 
## Clustering vector:
##        Speed Acceleration     Strength      Agility    Awareness 
##            4            4            1            2            3 
##    Run.Block   Pass.Block       Injury      Stamina    Toughness 
##            1            2            4            2            1 
## Impact.Block 
##            2 
## 
## Within cluster sum of squares by cluster:
## [1] 3974.184 4346.012    0.000 1871.424
##  (between_SS / total_SS =  73.3 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## K-means clustering with 2 clusters of sizes 1, 2
## 
## Cluster means:
##   Awareness Run.Block Pass.Block
## 1 0.4139615 1.0064103  0.1790664
## 2 0.7648335 0.2965139  0.7648335
## 
## Clustering vector:
##  Awareness  Run.Block Pass.Block 
##          2          1          2 
## 
## Within cluster sum of squares by cluster:
## [1] 0.0000000 0.2610252
##  (between_SS / total_SS =  71.2 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## 
## Call:
## lm(formula = OTover ~ OTzscores[, 2] + OTzscores[, 3] + OTzscores[, 
##     4] + OTzscores[, 5] + OTzscores[, 6] + OTzscores[, 7] + OTzscores[, 
##     8] + OTzscores[, 9] + OTzscores[, 10] + OTzscores[, 11] + 
##     OTzscores[, 12], data = OTzscores)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.83061 -0.25319  0.09644  0.23603  0.45406 
## 
## Coefficients:
##                   Estimate Std. Error t value Pr(>|t|)    
## (Intercept)      2.935e-16  2.526e-02   0.000   1.0000    
## OTzscores[, 2]   2.514e-02  3.695e-02   0.680   0.4974    
## OTzscores[, 3]  -5.857e-03  3.562e-02  -0.164   0.8696    
## OTzscores[, 4]   3.331e-02  3.193e-02   1.043   0.2987    
## OTzscores[, 5]  -3.582e-03  3.424e-02  -0.105   0.9168    
## OTzscores[, 6]   4.180e-01  3.582e-02  11.668   <2e-16 ***
## OTzscores[, 7]   3.703e-01  3.206e-02  11.550   <2e-16 ***
## OTzscores[, 8]   3.633e-01  3.280e-02  11.078   <2e-16 ***
## OTzscores[, 9]   7.896e-03  2.591e-02   0.305   0.7610    
## OTzscores[, 10]  6.485e-02  3.454e-02   1.877   0.0625 .  
## OTzscores[, 11] -2.325e-03  2.857e-02  -0.081   0.9353    
## OTzscores[, 12]  3.474e-02  3.519e-02   0.987   0.3252    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.3165 on 145 degrees of freedom
## Multiple R-squared:  0.9075, Adjusted R-squared:  0.9005 
## F-statistic: 129.3 on 11 and 145 DF,  p-value: < 2.2e-16
## K-means clustering with 2 clusters of sizes 1, 2
## 
## Cluster means:
##   Awareness Run.Block Pass.Block
## 1 0.4139615 1.0064103  0.1790664
## 2 0.7648335 0.2965139  0.7648335
## 
## Clustering vector:
##  Awareness  Run.Block Pass.Block 
##          2          1          2 
## 
## Within cluster sum of squares by cluster:
## [1] 0.0000000 0.2610252
##  (between_SS / total_SS =  71.2 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## 
## Call:
## lm(formula = OTover ~ OTReduced[, 2] + OTReduced[, 3] + OTReduced[, 
##     4], data = OTReduced)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -0.9368 -0.2040  0.0623  0.2221  0.6112 
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)    
## (Intercept)    3.571e-16  2.543e-02    0.00        1    
## OTReduced[, 2] 4.534e-01  3.218e-02   14.09   <2e-16 ***
## OTReduced[, 3] 3.999e-01  2.793e-02   14.32   <2e-16 ***
## OTReduced[, 4] 3.863e-01  2.981e-02   12.96   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.3187 on 153 degrees of freedom
## Multiple R-squared:  0.901,  Adjusted R-squared:  0.8991 
## F-statistic: 464.3 on 3 and 153 DF,  p-value: < 2.2e-16

##          OVR       Speed Acceleration    Strength    Agility   Awareness
## 1 -0.4425241 -0.88590049  -0.67841991 -0.05756923 -0.9528662 -0.21143110
## 2 -0.1533327  0.07162822  -0.07951907  0.24273197  0.2923924 -0.09195363
## 3 -0.7458504  0.43062061   0.34785041 -0.88315840  0.0565008 -0.75128402
## 4  1.4170581 -0.47452191  -0.43036798  1.11608962 -0.0736885  1.15525219
## 5  1.0057031  1.06100369   1.03501441  0.42523666  1.2355312  0.82488659
##      Run.Block Pass.Block     Injury    Stamina  Toughness Impact.Block
## 1 -0.005158375 -0.6752693  0.1703374 -0.7057852 -0.3111201   -0.7908430
## 2 -0.204864413 -0.3956827 -0.5561742  0.6405427  0.3485520    0.2607823
## 3 -0.745009595 -0.1929833  0.1558969 -0.5476095 -0.4485681   -0.4752073
## 4  0.718776013  1.3642134 -0.2448277  0.3932939  0.1674434    0.8333224
## 5  1.102464041  0.5998033  0.4062465  1.1090142  0.8580443    1.1218241

##        Speed Acceleration   Strength    Agility  Awareness  Run.Block
## 1 -0.9108271   -1.2233766  0.6928031 -0.4967321  0.6035767  0.2498130
## 2  0.1040968    0.3420709  0.5419162 -0.7765711 -0.1327681  0.6757754
## 3  0.8650652    0.8031502 -0.5229302  0.5846696 -0.5075936 -0.3568570
## 4 -0.3617979   -0.5088677  0.0157534  0.3871710  0.1001880  0.1125591
## 5 -0.3045403   -0.1674992 -0.3539759  0.1320659  0.2707402 -0.4502880
##    Pass.Block      Injury    Stamina   Toughness Impact.Block
## 1  0.83493352 -0.08393537 -0.4398868 -0.43371956  0.208708087
## 2 -0.67435385  0.40745615 -0.1677173  0.37441294 -0.328413141
## 3  0.08436484  0.02731368 -0.1780726 -0.25601030 -0.160479701
## 4  0.27007018 -1.87684479  0.5439356  0.03388046  0.586765731
## 5 -0.16000853  0.78390043  0.3147847  0.20146033  0.005473949

##           OVR  Awareness  Run.Block   Pass.Block
## 1 -0.00420258  0.3178078  0.2226879 -0.740758349
## 2 -0.95610619 -0.9677580 -1.1065232 -0.005234187
## 3 -0.82747714 -1.0334178  0.1015139 -0.939667565
## 4  0.35125323  0.6342140 -0.6389656  0.770669460
## 5  1.53683300  1.1060674  1.2624957  1.292541364

##     Awareness  Run.Block Pass.Block
## 1  0.48705798  0.1081873 -0.5952453
## 2 -0.72672803  0.7966561 -0.0699281
## 3 -0.02417225  0.8650641 -0.8408918
## 4 -0.33157033 -0.4177465  0.7493168
## 5  0.42321201 -0.7854666  0.3622545

##       Overall Pass Blocking Run Blocking
## 1  0.09603111    -0.1417585    0.2667846
## 2 -0.89865426    -1.0005542    0.1909042
## 3 -0.88089097    -0.4364408   -1.0892121
## 4  0.94518077     1.1486149   -0.2433665
## 5  1.60133143     1.1313825    1.6096487

##   Pass Blocking Run Blocking
## 1    -0.7978048    0.7978048
## 2    -0.4216278    0.4216278
## 3    -0.0585167    0.0585167
## 4     0.8648536   -0.8648536
## 5     0.3451587   -0.3451587

##       Overall Run Blocking Pass Blocking   Awareness      Speed
## 1  0.09233252   0.49226859    -0.5505900  0.16900658 -0.4895628
## 2 -1.06586648  -0.70448485    -0.4941680 -1.10342651 -0.2531691
## 3 -0.19626426  -0.26662929    -0.2446823  0.01764966  0.5051976
## 4  1.06401120  -0.07557835     1.2386290  1.06232997 -0.4091031
## 5  1.60051566   1.63400425     1.1013465  1.09430600  0.6514284

##   Run Blocking Pass Blocking  Awareness      Speed
## 1   0.03204076    -0.4143362  0.5844108 -0.2021154
## 2   1.03721473    -0.3158312 -0.1213750 -0.6000086
## 3   0.39017594    -0.5201567 -0.5833141  0.7132948
## 4  -0.29515868     0.6907048  0.4923699 -0.8879160
## 5  -0.68844687     0.3886507 -0.2865147  0.5863108
##                       Pass Blocking Run Blocking
## Menelik Watson         -0.023409154  0.023409154
## Michael Bowie          -0.677168269  0.677168269
## Ty Sambrailo            0.179582534 -0.179582534
## Steven Baker            0.442264446 -0.442264446
## Marshall Newhouse       0.033254532 -0.033254532
## Will Yeatman            0.616025240 -0.616025240
## Andre Smith             0.022695871 -0.022695871
## Cordy Glenn             0.317774145 -0.317774145
## Marcel Jones            0.594022116 -0.594022116
## Oday Aboushi           -0.352100439  0.352100439
## Andrew Whitworth        0.392220583 -0.392220583
## Will Beatty             0.353793962 -0.353793962
## Erik Pears              1.111395831 -1.111395831
## Michael Williams       -0.001259748  0.001259748
## Reid Fragel            -0.477634613  0.477634613
## Tavon Rooks             0.221778893 -0.221778893
## LaAdrian Waddle         0.773505142 -0.773505142
## Anthony Morris         -0.010004842  0.010004842
## Terron Armstead        -0.386618395  0.386618395
## Terren Jones            0.158938665 -0.158938665
## T.J. Clemmings         -0.981299665  0.981299665
## Andrew McDonald         0.359827899 -0.359827899
## Ryan Clady              0.918489353 -0.918489353
## Gosder Cherilus         0.054206429 -0.054206429
## Branden Albert          0.270452470 -0.270452470
## Mike Remmers            0.522433116 -0.522433116
## Morgan Moses            0.051329849 -0.051329849
## Ryan Seymour           -0.367618992  0.367618992
## Ryan Miller            -0.300558393  0.300558393
## Breno Giacomini         0.159243016 -0.159243016
## Riley Reiff            -0.355723894  0.355723894
## Martin Wallace         -0.395652377  0.395652377
## Brandon Washington     -0.356771444  0.356771444
## Brandon Scherff        -0.851691402  0.851691402
## Cyrus Kouandjio        -0.899009400  0.899009400
## King Dunlap            -0.787187567  0.787187567
## Duane Brown             0.306472286 -0.306472286
## Matthew McCants         0.403834147 -0.403834147
## Jamon Brown            -0.648083657  0.648083657
## Cedric Ogbuehi          0.017119921 -0.017119921
## Donovan Smith          -0.644171314  0.644171314
## D.J. Fluker            -0.827570360  0.827570360
## Byron Stingily          0.273625291 -0.273625291
## Ty Nsekhe              -0.206515635  0.206515635
## Matt Kalil             -0.011802944  0.011802944
## Jeremiah Poutasi       -0.627890422  0.627890422
## David Foucault         -0.134329720  0.134329720
## Cody Booth             -0.228372477  0.228372477
## Nate Solder            -0.272528684  0.272528684
## Justin Pugh             0.416491584 -0.416491584
## Eric Winston            0.655067919 -0.655067919
## Joe Thomas              0.157121422 -0.157121422
## Taylor Lewan           -0.729923288  0.729923288
## Lane Johnson           -0.793071545  0.793071545
## Joe Staley             -0.566559408  0.566559408
## Cameron Fleming        -0.516969856  0.516969856
## Ian Silberman          -0.724794296  0.724794296
## Ryan Harris             0.696501939 -0.696501939
## Ereck Flowers          -0.684411502  0.684411502
## Caylin Hauptmann        0.312960534 -0.312960534
## Andrus Peat             0.019981037 -0.019981037
## Mike Adams             -0.117598194  0.117598194
## Mike Harris            -0.062290087  0.062290087
## Ryan Schraeder          0.547297357 -0.547297357
## Doug Free              -0.598955770  0.598955770
## James Hurst             0.017735979 -0.017735979
## Mitchell Van Dyk       -0.878962447  0.878962447
## Tyron Smith            -0.601527998  0.601527998
## Jeff Adams              0.799131721 -0.799131721
## Chaz Green              0.528012743 -0.528012743
## Mickey Baucus           0.488226866 -0.488226866
## Joe Barksdale          -0.571373019  0.571373019
## Tayo Fabuluje          -0.499491455  0.499491455
## Ja'Wuan James           0.269404920 -0.269404920
## Marcus Cannon           0.299394476 -0.299394476
## Michael Schofield       0.381831023 -0.381831023
## Don Barclay             0.405644036 -0.405644036
## Lamar Holmes            0.858059606 -0.858059606
## Tanner Hawkinson        0.580005423 -0.580005423
## Rick Wagner             0.742156330 -0.742156330
## Jason Fox              -0.191593998  0.191593998
## Cameron Bradfield      -0.184512511  0.184512511
## Jake Matthews           0.234290048 -0.234290048
## Jake Rodgers            0.253127704 -0.253127704
## Austin Pasztor          0.016376723 -0.016376723
## Tyler Polumbus          0.547913414 -0.547913414
## Jamon Meredith          0.050586651 -0.050586651
## Sam Young               0.293672244 -0.293672244
## Kevin Pamphile         -0.661195405  0.661195405
## Chris Hairston         -0.253240394  0.253240394
## Andrew Gardner         -0.692236188  0.692236188
## Jeremy Vujnovich        0.085089142 -0.085089142
## David Bakhtiari         1.297960345 -1.297960345
## Alejandro Villanueva    0.288242576 -0.288242576
## Jake Fisher             0.489728726 -0.489728726
## Luke Joeckel           -0.233193441  0.233193441
## Sebastian Vollmer       0.501785571 -0.501785571
## Bryan Witzmann         -0.468743237  0.468743237
## Chris Clark             0.684441418 -0.684441418
## Garry Gilliam          -0.305683708  0.305683708
## Nate Chandler          -0.414940667  0.414940667
## Kelvin Beachum          0.576832602 -0.576832602
## Jermon Bushrod          1.301129489 -1.301129489
## Zach Strief             0.616021563 -0.616021563
## Ulrick John             0.309791390 -0.309791390
## Jordan Mills           -0.482906211  0.482906211
## Austin Howard          -0.312006533  0.312006533
## Kevin Graf             -0.571677371  0.571677371
## Garrett Reynolds       -0.157838381  0.157838381
## Seantrel Henderson      0.320492656 -0.320492656
## Denzelle Good          -0.803461105  0.803461105
## Corey Robinson         -0.406661671  0.406661671
## Daryl Williams         -0.889213079  0.889213079
## Greg Robinson          -0.754479500  0.754479500
## Tom Compton            -0.693141132  0.693141132
## Demar Dotson            0.745325475 -0.745325475
## Donald Stephenson      -0.376964679  0.376964679
## Darrion Weems           0.185612794 -0.185612794
## Charles Leno            0.351841467 -0.351841467
## Byron Bell             -0.367765274  0.367765274
## Brandon Mosley         -0.687869534  0.687869534
## Jason Weaver           -0.052347483  0.052347483
## Mitchell Schwartz       1.207086732 -1.207086732
## Rob Havenstein         -1.166508600  1.166508600
## Justin Britt           -0.480045095  0.480045095
## Derek Newton           -1.205393209  1.205393209
## Phil Loadholt          -0.648684250  0.648684250
## Tyrus Thompson          0.244833244 -0.244833244
## Joe Reitz               0.305424736 -0.305424736
## Josh Wells             -0.776336342  0.776336342
## Bryce Harris           -0.116546967  0.116546967
## Laurence Gibson         0.218012832 -0.218012832
## Brennan Williams       -1.009171304  1.009171304
## Eric Fisher            -0.261226826  0.261226826
## Terry Poole             0.359069236 -0.359069236
## Cornelius Lucas         0.447840396 -0.447840396
## Nick Becton             0.268049341 -0.268049341
## Donald Hawkins          0.169786213 -0.169786213
## J'Marcus Webb           0.331648232 -0.331648232
## Bryan Bulaga            0.442857685 -0.442857685
## Bradley Sowell          0.272574064 -0.272574064
## Anthony Castonzo        0.438637314 -0.438637314
## Jermey Parnell         -0.459709255  0.459709255
## Michael Oher            0.681888330 -0.681888330
## Eugene Monroe           1.173781749 -1.173781749
## Trent Williams          0.296675965 -0.296675965
## Jonathan Martin        -0.122723509  0.122723509
## Marcus Gilbert          0.063841004 -0.063841004
## Derek Sherrod          -0.233644075  0.233644075
## D'Brickashaw Ferguson   0.861371356 -0.861371356
## Russell Okung           0.359824222 -0.359824222
## Jared Veldheer          0.204443097 -0.204443097
## Donald Penn             0.692878484 -0.692878484
## Bobby Massie           -0.087011721  0.087011721
## D.J. Humphries         -0.012723353  0.012723353
## Jason Peters           -0.445549957  0.445549957
## Ben Ijalana             0.237751757 -0.237751757
##                       Run Blocking Pass Blocking    Awareness        Speed
## Menelik Watson        -0.082209158   -0.34514874  0.290861777  0.136496123
## Michael Bowie          0.902498139   -0.70368598  0.026179834 -0.224991996
## Ty Sambrailo          -0.250642264    0.39864714 -0.174587538  0.026582659
## Steven Baker          -1.087789202    0.05707590 -0.460211270  1.490924577
## Marshall Newhouse     -0.125114801   -0.81840934  0.437003274  0.506520869
## Will Yeatman          -1.109409683    0.45311057 -0.003066518  0.659365628
## Andre Smith            0.445471795    0.44462816  0.173095708 -1.063195664
## Cordy Glenn           -0.194537031    0.48169489  0.051393763 -0.338551618
## Marcel Jones          -0.309898276    0.73576427  0.471418149 -0.897284143
## Oday Aboushi           0.517753943   -0.09295139  0.192212767 -0.617015318
## Andrew Whitworth       0.188371561    0.57341624  0.841379957 -1.603167759
## Will Beatty           -0.230788819    0.59342814  0.373287491 -0.735926808
## Erik Pears            -1.452662891    0.37013964  0.900133568  0.182389683
## Michael Williams      -0.403063353   -0.11052331 -0.476935930  0.990522597
## Reid Fragel            0.346425453   -0.51858913 -0.512587389  0.684751062
## Tavon Rooks           -0.479379132    0.55867433 -0.572649496  0.493354301
## LaAdrian Waddle       -0.596100615    1.24724561  0.295601466 -0.946746460
## Anthony Morris        -0.219428822    0.52371990 -1.084993702  0.780702628
## Terron Armstead        0.023059934   -0.32824575 -0.860005508  1.165191326
## Terren Jones          -0.067442192    0.32398947 -0.146991567 -0.109555713
## T.J. Clemmings         0.857908311    0.15126877 -1.843877662  0.834700576
## Andrew McDonald       -0.631888694    0.26880748 -0.056600608  0.419681823
## Ryan Clady            -0.838154455    0.65184627  1.165238400 -0.978930213
## Gosder Cherilus       -0.089290746   -1.03505769  1.046489170  0.077859266
## Branden Albert         0.122696652    0.57277514  0.508320688 -1.203792479
## Mike Remmers          -0.716824005    0.65998225 -0.018077803  0.074919559
## Morgan Moses           0.097029495    0.77183608 -0.504411237 -0.364454342
## Ryan Seymour           0.086544881   -0.71397999 -0.251322680  0.878757786
## Ryan Miller            0.254924371   -0.12458369 -0.444251367  0.313910689
## Breno Giacomini       -0.108434965   -0.36276016  0.779358378 -0.308163256
## Riley Reiff            0.520323858    0.26312514 -0.261519651 -0.521929351
## Martin Wallace         0.566897282   -0.36129332 -0.096969810 -0.108634151
## Brandon Washington     0.275171570   -0.38381882 -0.336503224  0.445150469
## Brandon Scherff        0.862437141   -0.22652492 -0.913964349  0.278052126
## Cyrus Kouandjio        1.381262636    0.24810406 -0.674849600 -0.954517097
## King Dunlap            1.635316725   -0.54928227  0.494905888 -1.580940345
## Duane Brown           -0.082118750    0.41998719  0.531769810 -0.869638248
## Matthew McCants       -0.327431353    0.64156241  0.362151127 -0.676282184
## Jamon Brown            0.582980342   -0.91892226 -0.540676010  0.876617927
## Cedric Ogbuehi        -0.191450858    0.50648784 -0.591420515  0.276383532
## Donovan Smith          0.596260846   -0.37795046 -1.179394568  0.961084179
## D.J. Fluker            1.168671604   -0.92458220  0.240387716 -0.484477118
## Byron Stingily        -0.649819443   -0.27971360 -0.084441156  1.013974199
## Ty Nsekhe              0.459065150   -0.43203876  0.411564210 -0.438590595
## Matt Kalil            -0.247895204   -1.00759989  0.627149941  0.628345156
## Jeremiah Poutasi       0.750993233   -0.56689822 -0.607252968  0.423157954
## David Foucault         0.003095513   -0.40992686 -0.148790021  0.555621370
## Cody Booth             0.150671469    0.12614900 -0.587948369  0.311127898
## Nate Solder            0.274955078   -0.45505471  0.304947733 -0.124848103
## Justin Pugh           -0.660504124    0.41306122  0.136301350  0.111141559
## Eric Winston          -1.105202791   -0.58472227  1.162185047  0.527740018
## Joe Thomas            -0.043843330    0.42949084  0.123328432 -0.508975937
## Taylor Lewan           0.709722278   -0.35950020 -0.848000223  0.497778148
## Lane Johnson           0.585323010   -0.23249239 -1.311795748  0.958965129
## Joe Staley             0.775731484   -0.41804941  0.165953914 -0.523635993
## Cameron Fleming        0.585634623   -0.56195999 -0.182714612  0.159039978
## Ian Silberman          0.559256295   -0.43066921 -1.128476362  0.999889278
## Ryan Harris           -0.477819108    0.54378435  1.117750069 -1.183715313
## Ereck Flowers          1.031291733    0.39553375 -1.030919113 -0.395906368
## Caylin Hauptmann      -0.501376714    0.10568114  0.070748709  0.324946864
## Andrus Peat            0.040295135    0.42026995 -0.584452121  0.123887033
## Mike Adams             0.168086211   -0.42813208  0.612747230 -0.352701360
## Mike Harris            0.217326662   -0.17593286  0.538205300 -0.579599103
## Ryan Schraeder        -0.653549876    0.70368733 -0.098081389  0.047943930
## Doug Free              0.975116902   -0.53696915  0.528436647 -0.966584401
## James Hurst            0.162195798   -0.40414309  0.955514345 -0.713567051
## Mitchell Van Dyk       0.632646114   -0.71274612 -0.869850593  0.949950599
## Tyron Smith            0.923419049    0.14563906 -0.423020128 -0.646037981
## Jeff Adams            -1.273981209    0.55437041  0.204228460  0.515382335
## Chaz Green            -0.877923858    0.63048950 -0.146285594  0.393719948
## Mickey Baucus         -0.713591317    0.70135259 -0.281483398  0.293722128
## Joe Barksdale          0.965761042   -0.79386813  0.487356615 -0.659249531
## Tayo Fabuluje          0.772516979    0.02148731 -0.728909389 -0.065094901
## Ja'Wuan James         -0.298573130    0.12955537  0.338395240 -0.169377476
## Marcus Cannon         -0.082811840    0.02033890  0.424275539 -0.361802597
## Michael Schofield     -0.927234270   -0.06188410 -0.221740930  1.210859301
## Don Barclay           -0.717095083   -0.18180193  0.337282500  0.561614517
## Lamar Holmes          -0.929685988    0.26080995  0.894569526 -0.225693484
## Tanner Hawkinson      -1.175038913    0.43517967 -0.410606139  1.150465378
## Rick Wagner           -0.679440759    1.22593489  0.140249426 -0.686743559
## Jason Fox              0.476856562   -0.22016459  0.823458311 -1.080150287
## Cameron Bradfield     -0.221822525   -0.97331502 -0.171588459  1.366725999
## Jake Matthews         -0.566905856    0.02048023 -0.040744954  0.587170583
## Jake Rodgers          -0.489175985    0.56228068 -0.526669577  0.453564885
## Austin Pasztor         0.115663533   -0.41512805  0.820735061 -0.521270539
## Tyler Polumbus        -0.680695345   -0.45211235  0.970650604  0.162157097
## Jamon Meredith        -0.252394308   -0.81272190  0.234971022  0.830145183
## Sam Young             -0.386152952   -0.36308194  0.570489625  0.178745271
## Kevin Pamphile         0.447218982   -0.98283451 -0.592099089  1.127714613
## Chris Hairston         0.649254268   -0.11079584  0.262259523 -0.800717950
## Andrew Gardner         0.703793767   -1.37657746  0.075462036  0.597321658
## Jeremy Vujnovich      -0.659539074    0.28959113 -1.625353096  1.995301044
## David Bakhtiari       -1.617226730    0.85961560  0.614528198  0.143082934
## Alejandro Villanueva  -0.959395610    0.17120855 -0.902316857  1.690503918
## Jake Fisher           -0.975163605    0.90642360 -0.742434437  0.811174443
## Luke Joeckel           0.405080332   -0.06267278  0.425585001 -0.767992548
## Sebastian Vollmer     -0.156128899    0.75788221  0.676536199 -1.278289513
## Bryan Witzmann         0.268558986   -0.83916620 -0.343440072  0.914047285
## Chris Clark           -0.430014612    0.61738417  0.627849897 -0.815219459
## Garry Gilliam          0.022103689   -0.40657176 -0.544352660  0.928820732
## Nate Chandler          0.250448279   -0.88835249  0.003568587  0.634335623
## Kelvin Beachum        -0.305583511    1.10515334  0.327800384 -1.127370209
## Jermon Bushrod        -1.728886652    0.56543705  0.809794284  0.353655313
## Zach Strief           -0.153257863    0.71480723  1.031551689 -1.593101059
## Ulrick John           -0.612705463    0.52587517 -0.379976295  0.466806592
## Jordan Mills           0.571498099   -0.77915579  0.406118290 -0.198460602
## Austin Howard          0.725984059   -0.82597668  1.036855349 -0.936862732
## Kevin Graf             0.310646154   -0.46862282 -1.037690247  1.195666913
## Garrett Reynolds       0.296684106   -0.55706916  0.568435560 -0.308050510
## Seantrel Henderson    -0.471306909   -0.05240228  0.080998915  0.442710270
## Denzelle Good          0.826137518   -0.41959684 -1.294493400  0.887952722
## Corey Robinson         0.473670173    0.38857863 -1.268768917  0.406520118
## Daryl Williams         1.118314403   -0.41756292 -0.735678231  0.034926749
## Greg Robinson          0.652331971   -1.19797015 -0.327819951  0.873458134
## Tom Compton            0.570836742   -1.08893365 -0.272362789  0.790459692
## Demar Dotson          -0.300338613    1.17016331  0.923688324 -1.793513019
## Donald Stephenson      0.173980886   -0.58369568 -0.186868936  0.596583730
## Darrion Weems         -0.012911225    0.27601900  0.145291911 -0.408399684
## Charles Leno          -0.618101913    0.22478434  0.071156303  0.322161272
## Byron Bell             0.716521602   -1.08977591  0.907097437 -0.533843129
## Brandon Mosley         0.658486714   -0.38382888 -0.813405353  0.538747519
## Jason Weaver           0.229578358   -0.01254448  0.045546839 -0.262580712
## Mitchell Schwartz     -1.240878996    1.24636205  0.808478380 -0.813961430
## Rob Havenstein         1.508029297   -0.59417694 -0.532593891 -0.381258466
## Justin Britt           0.578613845   -0.77634577  0.204691562 -0.006959631
## Derek Newton           1.646032968   -1.17640258 -0.238435141 -0.231195243
## Phil Loadholt          1.377165828   -0.67297107  0.859868280 -1.564063038
## Tyrus Thompson        -0.179848756    0.83253539 -0.862367557  0.209680922
## Joe Reitz             -0.217574026   -0.13837538  0.598953497 -0.243004094
## Josh Wells             0.927429333   -0.35801272 -0.613960495  0.044543887
## Bryce Harris          -0.012043677   -0.35181064 -0.010839245  0.374693564
## Laurence Gibson       -0.850677962    0.18999904 -0.934038526  1.594717449
## Brennan Williams       1.435851968   -0.76400113 -0.434375791 -0.237475045
## Eric Fisher            0.140797379   -0.19036015 -0.132227236  0.181790008
## Terry Poole           -0.902965653    0.74953549 -1.184634629  1.338064792
## Cornelius Lucas       -0.698403100    0.12690013  0.300295260  0.271207706
## Nick Becton           -0.671748749    0.25718653 -0.347609900  0.762172115
## Donald Hawkins        -0.041717519    0.70985137 -0.281428261 -0.386705592
## J'Marcus Webb         -0.311647059   -0.02725180  0.449849768 -0.110950905
## Bryan Bulaga          -0.134101386    1.15717211  0.287577372 -1.310648093
## Bradley Sowell        -0.427340074   -0.32981988  0.678905543  0.078254415
## Anthony Castonzo      -0.161671726    0.93049814  0.331597116 -1.100423528
## Jermey Parnell         0.813194576   -0.04265847 -0.099178451 -0.671357654
## Michael Oher          -0.829810592   -0.15696220  0.822183885  0.164588906
## Eugene Monroe         -1.241411887    0.83319730  0.996992629 -0.588778041
## Trent Williams        -0.355442362   -0.04920197 -0.008613898  0.413258233
## Jonathan Martin        0.163739845   -0.43360197  0.546298767 -0.276436638
## Marcus Gilbert         0.372412598    0.40858562  0.487813875 -1.268812088
## Derek Sherrod          0.304206546   -0.14437244  0.113103627 -0.272937732
## D'Brickashaw Ferguson -0.985059547    0.42409985  0.890966451 -0.330006758
## Russell Okung         -0.100571749    0.48873730  0.715533961 -1.103699515
## Jared Veldheer         0.036713567    0.40706959  0.064192088 -0.507975245
## Donald Penn           -0.439148626    0.57066107  0.683883092 -0.815395536
## Bobby Massie           0.119960501   -0.16090531  0.199080340 -0.158135535
## D.J. Humphries        -0.122234660    1.09996051 -1.277939447  0.300213595
## Jason Peters           1.206890151    0.49508784 -0.057400616 -1.644577369
## Ben Ijalana           -0.338345099    0.81501729 -0.740731342  0.264059152
## K-means clustering with 5 clusters of sizes 26, 29, 30, 19, 53
## 
## Cluster means:
##   Pass Blocking Run Blocking
## 1    -0.7978048    0.7978048
## 2    -0.4216278    0.4216278
## 3    -0.0585167    0.0585167
## 4     0.8648536   -0.8648536
## 5     0.3451587   -0.3451587
## 
## Clustering vector:
##        Menelik Watson         Michael Bowie          Ty Sambrailo 
##                     3                     1                     5 
##          Steven Baker     Marshall Newhouse          Will Yeatman 
##                     5                     3                     4 
##           Andre Smith           Cordy Glenn          Marcel Jones 
##                     3                     5                     5 
##          Oday Aboushi      Andrew Whitworth           Will Beatty 
##                     2                     5                     5 
##            Erik Pears      Michael Williams           Reid Fragel 
##                     4                     3                     2 
##           Tavon Rooks       LaAdrian Waddle        Anthony Morris 
##                     5                     4                     3 
##       Terron Armstead          Terren Jones        T.J. Clemmings 
##                     2                     5                     1 
##       Andrew McDonald            Ryan Clady       Gosder Cherilus 
##                     5                     4                     3 
##        Branden Albert          Mike Remmers          Morgan Moses 
##                     5                     5                     3 
##          Ryan Seymour           Ryan Miller       Breno Giacomini 
##                     2                     2                     5 
##           Riley Reiff        Martin Wallace    Brandon Washington 
##                     2                     2                     2 
##       Brandon Scherff       Cyrus Kouandjio           King Dunlap 
##                     1                     1                     1 
##           Duane Brown       Matthew McCants           Jamon Brown 
##                     5                     5                     1 
##        Cedric Ogbuehi         Donovan Smith           D.J. Fluker 
##                     3                     1                     1 
##        Byron Stingily             Ty Nsekhe            Matt Kalil 
##                     5                     3                     3 
##      Jeremiah Poutasi        David Foucault            Cody Booth 
##                     1                     3                     3 
##           Nate Solder           Justin Pugh          Eric Winston 
##                     2                     5                     4 
##            Joe Thomas          Taylor Lewan          Lane Johnson 
##                     5                     1                     1 
##            Joe Staley       Cameron Fleming         Ian Silberman 
##                     2                     2                     1 
##           Ryan Harris         Ereck Flowers      Caylin Hauptmann 
##                     4                     1                     5 
##           Andrus Peat            Mike Adams           Mike Harris 
##                     3                     3                     3 
##        Ryan Schraeder             Doug Free           James Hurst 
##                     5                     2                     3 
##      Mitchell Van Dyk           Tyron Smith            Jeff Adams 
##                     1                     2                     4 
##            Chaz Green         Mickey Baucus         Joe Barksdale 
##                     5                     5                     2 
##         Tayo Fabuluje         Ja'Wuan James         Marcus Cannon 
##                     2                     5                     5 
##     Michael Schofield           Don Barclay          Lamar Holmes 
##                     5                     5                     4 
##      Tanner Hawkinson           Rick Wagner             Jason Fox 
##                     5                     4                     3 
##     Cameron Bradfield         Jake Matthews          Jake Rodgers 
##                     3                     5                     5 
##        Austin Pasztor        Tyler Polumbus        Jamon Meredith 
##                     3                     5                     3 
##             Sam Young        Kevin Pamphile        Chris Hairston 
##                     5                     1                     2 
##        Andrew Gardner      Jeremy Vujnovich       David Bakhtiari 
##                     1                     3                     4 
##  Alejandro Villanueva           Jake Fisher          Luke Joeckel 
##                     5                     5                     3 
##     Sebastian Vollmer        Bryan Witzmann           Chris Clark 
##                     5                     2                     4 
##         Garry Gilliam         Nate Chandler        Kelvin Beachum 
##                     2                     2                     5 
##        Jermon Bushrod           Zach Strief           Ulrick John 
##                     4                     4                     5 
##          Jordan Mills         Austin Howard            Kevin Graf 
##                     2                     2                     2 
##      Garrett Reynolds    Seantrel Henderson         Denzelle Good 
##                     3                     5                     1 
##        Corey Robinson        Daryl Williams         Greg Robinson 
##                     2                     1                     1 
##           Tom Compton          Demar Dotson     Donald Stephenson 
##                     1                     4                     2 
##         Darrion Weems          Charles Leno            Byron Bell 
##                     5                     5                     2 
##        Brandon Mosley          Jason Weaver     Mitchell Schwartz 
##                     1                     3                     4 
##        Rob Havenstein          Justin Britt          Derek Newton 
##                     1                     2                     1 
##         Phil Loadholt        Tyrus Thompson             Joe Reitz 
##                     1                     5                     5 
##            Josh Wells          Bryce Harris       Laurence Gibson 
##                     1                     3                     5 
##      Brennan Williams           Eric Fisher           Terry Poole 
##                     1                     2                     5 
##       Cornelius Lucas           Nick Becton        Donald Hawkins 
##                     5                     5                     5 
##         J'Marcus Webb          Bryan Bulaga        Bradley Sowell 
##                     5                     5                     5 
##      Anthony Castonzo        Jermey Parnell          Michael Oher 
##                     5                     2                     4 
##         Eugene Monroe        Trent Williams       Jonathan Martin 
##                     4                     5                     3 
##        Marcus Gilbert         Derek Sherrod D'Brickashaw Ferguson 
##                     3                     3                     4 
##         Russell Okung        Jared Veldheer           Donald Penn 
##                     5                     5                     4 
##          Bobby Massie        D.J. Humphries          Jason Peters 
##                     3                     3                     2 
##           Ben Ijalana 
##                     5 
## 
## Within cluster sum of squares by cluster:
## [1] 1.1984410 0.5984985 0.5894313 1.9759748 1.5298179
##  (between_SS / total_SS =  93.5 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## K-means clustering with 5 clusters of sizes 31, 22, 33, 31, 40
## 
## Cluster means:
##   Run Blocking Pass Blocking  Awareness      Speed
## 1   0.03204076    -0.4143362  0.5844108 -0.2021154
## 2   1.03721473    -0.3158312 -0.1213750 -0.6000086
## 3   0.39017594    -0.5201567 -0.5833141  0.7132948
## 4  -0.29515868     0.6907048  0.4923699 -0.8879160
## 5  -0.68844687     0.3886507 -0.2865147  0.5863108
## 
## Clustering vector:
##        Menelik Watson         Michael Bowie          Ty Sambrailo 
##                     1                     2                     5 
##          Steven Baker     Marshall Newhouse          Will Yeatman 
##                     5                     1                     5 
##           Andre Smith           Cordy Glenn          Marcel Jones 
##                     4                     4                     4 
##          Oday Aboushi      Andrew Whitworth           Will Beatty 
##                     2                     4                     4 
##            Erik Pears      Michael Williams           Reid Fragel 
##                     5                     5                     3 
##           Tavon Rooks       LaAdrian Waddle        Anthony Morris 
##                     5                     4                     5 
##       Terron Armstead          Terren Jones        T.J. Clemmings 
##                     3                     5                     3 
##       Andrew McDonald            Ryan Clady       Gosder Cherilus 
##                     5                     4                     1 
##        Branden Albert          Mike Remmers          Morgan Moses 
##                     4                     5                     4 
##          Ryan Seymour           Ryan Miller       Breno Giacomini 
##                     3                     3                     1 
##           Riley Reiff        Martin Wallace    Brandon Washington 
##                     2                     2                     3 
##       Brandon Scherff       Cyrus Kouandjio           King Dunlap 
##                     3                     2                     2 
##           Duane Brown       Matthew McCants           Jamon Brown 
##                     4                     4                     3 
##        Cedric Ogbuehi         Donovan Smith           D.J. Fluker 
##                     5                     3                     2 
##        Byron Stingily             Ty Nsekhe            Matt Kalil 
##                     5                     1                     1 
##      Jeremiah Poutasi        David Foucault            Cody Booth 
##                     3                     3                     3 
##           Nate Solder           Justin Pugh          Eric Winston 
##                     1                     5                     1 
##            Joe Thomas          Taylor Lewan          Lane Johnson 
##                     4                     3                     3 
##            Joe Staley       Cameron Fleming         Ian Silberman 
##                     2                     3                     3 
##           Ryan Harris         Ereck Flowers      Caylin Hauptmann 
##                     4                     2                     5 
##           Andrus Peat            Mike Adams           Mike Harris 
##                     5                     1                     1 
##        Ryan Schraeder             Doug Free           James Hurst 
##                     5                     2                     1 
##      Mitchell Van Dyk           Tyron Smith            Jeff Adams 
##                     3                     2                     5 
##            Chaz Green         Mickey Baucus         Joe Barksdale 
##                     5                     5                     2 
##         Tayo Fabuluje         Ja'Wuan James         Marcus Cannon 
##                     2                     1                     1 
##     Michael Schofield           Don Barclay          Lamar Holmes 
##                     5                     5                     4 
##      Tanner Hawkinson           Rick Wagner             Jason Fox 
##                     5                     4                     1 
##     Cameron Bradfield         Jake Matthews          Jake Rodgers 
##                     3                     5                     5 
##        Austin Pasztor        Tyler Polumbus        Jamon Meredith 
##                     1                     1                     3 
##             Sam Young        Kevin Pamphile        Chris Hairston 
##                     1                     3                     2 
##        Andrew Gardner      Jeremy Vujnovich       David Bakhtiari 
##                     3                     5                     5 
##  Alejandro Villanueva           Jake Fisher          Luke Joeckel 
##                     5                     5                     1 
##     Sebastian Vollmer        Bryan Witzmann           Chris Clark 
##                     4                     3                     4 
##         Garry Gilliam         Nate Chandler        Kelvin Beachum 
##                     3                     3                     4 
##        Jermon Bushrod           Zach Strief           Ulrick John 
##                     5                     4                     5 
##          Jordan Mills         Austin Howard            Kevin Graf 
##                     1                     1                     3 
##      Garrett Reynolds    Seantrel Henderson         Denzelle Good 
##                     1                     5                     3 
##        Corey Robinson        Daryl Williams         Greg Robinson 
##                     3                     2                     3 
##           Tom Compton          Demar Dotson     Donald Stephenson 
##                     3                     4                     3 
##         Darrion Weems          Charles Leno            Byron Bell 
##                     4                     5                     1 
##        Brandon Mosley          Jason Weaver     Mitchell Schwartz 
##                     3                     1                     4 
##        Rob Havenstein          Justin Britt          Derek Newton 
##                     2                     1                     2 
##         Phil Loadholt        Tyrus Thompson             Joe Reitz 
##                     2                     5                     1 
##            Josh Wells          Bryce Harris       Laurence Gibson 
##                     2                     3                     5 
##      Brennan Williams           Eric Fisher           Terry Poole 
##                     2                     3                     5 
##       Cornelius Lucas           Nick Becton        Donald Hawkins 
##                     5                     5                     4 
##         J'Marcus Webb          Bryan Bulaga        Bradley Sowell 
##                     1                     4                     1 
##      Anthony Castonzo        Jermey Parnell          Michael Oher 
##                     4                     2                     1 
##         Eugene Monroe        Trent Williams       Jonathan Martin 
##                     4                     5                     1 
##        Marcus Gilbert         Derek Sherrod D'Brickashaw Ferguson 
##                     4                     1                     4 
##         Russell Okung        Jared Veldheer           Donald Penn 
##                     4                     4                     4 
##          Bobby Massie        D.J. Humphries          Jason Peters 
##                     1                     5                     2 
##           Ben Ijalana 
##                     5 
## 
## Within cluster sum of squares by cluster:
## [1] 16.34342 17.17761 18.46181 17.77145 32.12675
##  (between_SS / total_SS =  64.5 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## 
## Call:
## lm(formula = OTClusterReducedReg[, 1] ~ OTClusterReducedReg[, 
##     2] + OTClusterReducedReg[, 3], data = OTClusterReducedReg)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.93685 -0.20401  0.06229  0.22209  0.61121 
## 
## Coefficients:
##                           Estimate Std. Error t value Pr(>|t|)    
## (Intercept)              4.005e-16  2.535e-02    0.00        1    
## OTClusterReducedReg[, 2] 8.398e-01  3.099e-02   27.10   <2e-16 ***
## OTClusterReducedReg[, 3] 3.999e-01  2.704e-02   14.79   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.3176 on 154 degrees of freedom
## Multiple R-squared:  0.901,  Adjusted R-squared:  0.8997 
## F-statistic:   701 on 2 and 154 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = OTClusterFullReg[, 1] ~ OTClusterFullReg[, 2] + 
##     OTClusterFullReg[, 3] + OTClusterFullReg[, 4] + OTClusterFullReg[, 
##     5], data = OTClusterFullReg)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.82874 -0.25045  0.09806  0.23458  0.44934 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)           2.845e-16  2.467e-02    0.00    1.000    
## OTClusterFullReg[, 2] 4.030e-01  2.882e-02   13.98   <2e-16 ***
## OTClusterFullReg[, 3] 4.614e-01  3.478e-02   13.26   <2e-16 ***
## OTClusterFullReg[, 4] 4.179e-01  3.268e-02   12.79   <2e-16 ***
## OTClusterFullReg[, 5] 2.623e-02  3.160e-02    0.83    0.408    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.3091 on 152 degrees of freedom
## Multiple R-squared:  0.9075, Adjusted R-squared:  0.905 
## F-statistic: 372.7 on 4 and 152 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = OTClusterReducedReg[, 1] ~ OTClusterReducedReg[, 
##     2] + OTClusterReducedReg[, 3], data = OTClusterReducedReg)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.93685 -0.20401  0.06229  0.22209  0.61121 
## 
## Coefficients:
##                           Estimate Std. Error t value Pr(>|t|)    
## (Intercept)              4.005e-16  2.535e-02    0.00        1    
## OTClusterReducedReg[, 2] 8.398e-01  3.099e-02   27.10   <2e-16 ***
## OTClusterReducedReg[, 3] 3.999e-01  2.704e-02   14.79   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.3176 on 154 degrees of freedom
## Multiple R-squared:  0.901,  Adjusted R-squared:  0.8997 
## F-statistic:   701 on 2 and 154 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = OTClusterFullReg[, 1] ~ OTClusterFullReg[, 2] + 
##     OTClusterFullReg[, 3] + OTClusterFullReg[, 4] + OTClusterFullReg[, 
##     5], data = OTClusterFullReg)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.82874 -0.25045  0.09806  0.23458  0.44934 
## 
## Coefficients:
##                        Estimate Std. Error t value Pr(>|t|)    
## (Intercept)           2.845e-16  2.467e-02    0.00    1.000    
## OTClusterFullReg[, 2] 4.030e-01  2.882e-02   13.98   <2e-16 ***
## OTClusterFullReg[, 3] 4.614e-01  3.478e-02   13.26   <2e-16 ***
## OTClusterFullReg[, 4] 4.179e-01  3.268e-02   12.79   <2e-16 ***
## OTClusterFullReg[, 5] 2.623e-02  3.160e-02    0.83    0.408    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.3091 on 152 degrees of freedom
## Multiple R-squared:  0.9075, Adjusted R-squared:  0.905 
## F-statistic: 372.7 on 4 and 152 DF,  p-value: < 2.2e-16
##   Run Blocking Pass Blocking  Awareness      Speed
## 1   0.03204076    -0.4143362  0.5844108 -0.2021154
## 2   1.03721473    -0.3158312 -0.1213750 -0.6000086
## 3   0.39017594    -0.5201567 -0.5833141  0.7132948
## 4  -0.29515868     0.6907048  0.4923699 -0.8879160
## 5  -0.68844687     0.3886507 -0.2865147  0.5863108
##   Pass Blocking Run Blocking
## 1    -0.7978048    0.7978048
## 2    -0.4216278    0.4216278
## 3    -0.0585167    0.0585167
## 4     0.8648536   -0.8648536
## 5     0.3451587   -0.3451587
##                       Extreme Run Blocker Moderate Run Blocker
## Menelik Watson                  31.632223            31.528864
## Michael Bowie                   56.344460            53.014468
## Ty Sambrailo                    31.861399            32.661422
## Steven Baker                     9.972775            10.968700
## Marshall Newhouse               53.786762            53.950701
## Will Yeatman                    21.768305            24.085386
## Andre Smith                     78.304758            78.387434
## Cordy Glenn                     80.809734            81.868366
## Marcel Jones                    21.196464            23.395885
## Oday Aboushi                    60.825569            59.136594
## Andrew Whitworth                96.471486            96.833940
## Will Beatty                     81.672666            82.815173
## Erik Pears                      19.438497            23.457485
## Michael Williams                20.991183            20.986677
## Reid Fragel                     29.674017            27.655684
## Tavon Rooks                     21.697298            22.514793
## LaAdrian Waddle                 52.271222            56.079990
## Anthony Morris                   9.058604             9.038352
## Terron Armstead                 82.662657            81.404915
## Terren Jones                    15.562691            16.038876
## T.J. Clemmings                  45.583102            40.796726
## Andrew McDonald                 25.475353            26.930032
## Ryan Clady                      64.065138            68.233449
## Gosder Cherilus                 61.329736            61.587075
## Branden Albert                  91.172264            91.697649
## Mike Remmers                    50.308959            52.894096
## Morgan Moses                    40.621913            40.869284
## Ryan Seymour                    33.145647            31.506736
## Ryan Miller                     29.101158            27.835066
## Breno Giacomini                 58.206611            58.976985
## Riley Reiff                     87.340317            86.399842
## Martin Wallace                  32.245589            30.503797
## Brandon Washington              40.051030            38.349211
## Brandon Scherff                 75.842906            72.425044
## Cyrus Kouandjio                 34.969600            30.932690
## King Dunlap                     94.842141            93.723905
## Duane Brown                     91.674327            92.242073
## Matthew McCants                 26.748287            28.423541
## Jamon Brown                     50.453830            47.245990
## Cedric Ogbuehi                  53.216157            53.300671
## Donovan Smith                   50.592715            47.403910
## D.J. Fluker                     76.507523            73.236310
## Byron Stingily                  34.904942            36.170101
## Ty Nsekhe                       32.034225            31.122458
## Matt Kalil                      59.063583            59.006627
## Jeremiah Poutasi                37.483144            34.566877
## David Foucault                  22.634651            22.135921
## Cody Booth                      20.196504            19.407511
## Nate Solder                     85.139800            84.341959
## Justin Pugh                     46.552084            48.610997
## Eric Winston                    28.397191            31.215490
## Joe Thomas                      96.190469            96.349254
## Taylor Lewan                    87.657851            85.711044
## Lane Johnson                    89.903464            88.052298
## Joe Staley                      99.058102            98.864803
## Cameron Fleming                 48.159174            45.606820
## Ian Silberman                   28.111408            25.158095
## Ryan Harris                     56.460330            59.836834
## Ereck Flowers                   62.834667            59.580498
## Caylin Hauptmann                19.064322            20.138838
## Andrus Peat                     60.159042            60.254754
## Mike Adams                      41.550827            40.982368
## Mike Harris                     24.609687            24.366630
## Ryan Schraeder                  58.085711            60.720328
## Doug Free                       92.630558            91.534934
## James Hurst                     26.907678            26.980412
## Mitchell Van Dyk                35.632430            31.652792
## Tyron Smith                     98.395902            98.071308
## Jeff Adams                      21.438209            24.444015
## Chaz Green                      19.534530            21.394444
## Mickey Baucus                   10.708105            11.868514
## Joe Barksdale                   72.650852            70.241103
## Tayo Fabuluje                   18.361336            16.759933
## Ja'Wuan James                   48.276560            49.610427
## Marcus Cannon                   49.340756            50.823606
## Michael Schofield               26.107832            27.671850
## Don Barclay                     39.342519            41.292021
## Lamar Holmes                    28.615513            32.343359
## Tanner Hawkinson                20.836810            22.962415
## Rick Wagner                     70.942629            74.016461
## Jason Fox                       39.002730            38.093140
## Cameron Bradfield               32.737938            31.915268
## Jake Matthews                   53.972948            55.125821
## Jake Rodgers                    10.076499            10.642309
## Austin Pasztor                  46.248632            46.329397
## Tyler Polumbus                  31.127996            33.571052
## Jamon Meredith                  34.011174            34.241630
## Sam Young                       35.567334            36.934571
## Kevin Pamphile                  56.903695            53.658390
## Chris Hairston                  70.435502            69.340536
## Andrew Gardner                  62.571076            59.272826
## Jeremy Vujnovich                 7.682677             7.836138
## David Bakhtiari                 43.125553            49.520148
## Alejandro Villanueva             7.777901             8.312054
## Jake Fisher                     29.321906            31.447620
## Luke Joeckel                    71.048691            70.050561
## Sebastian Vollmer               84.958628            86.367068
## Bryan Witzmann                  36.254223            34.095094
## Chris Clark                     56.037417            59.363118
## Garry Gilliam                   35.168403            33.770655
## Nate Chandler                   51.780213            49.725552
## Kelvin Beachum                  82.309667            84.106593
## Jermon Bushrod                  36.520754            42.738733
## Zach Strief                     78.461965            80.630867
## Ulrick John                     24.067479            25.281071
## Jordan Mills                    49.367889            46.978860
## Austin Howard                   62.189280            60.708062
## Kevin Graf                      26.845600            24.557944
## Garrett Reynolds                53.951896            53.173235
## Seantrel Henderson              43.173249            44.742339
## Denzelle Good                   12.056097            10.169686
## Corey Robinson                  25.951068            24.341976
## Daryl Williams                  48.843499            44.456909
## Greg Robinson                   73.024474            69.842633
## Tom Compton                     55.783953            52.369756
## Demar Dotson                    64.814406            68.184047
## Donald Stephenson               53.125838            51.261679
## Darrion Weems                   32.053200            32.882261
## Charles Leno                    25.247784            26.663264
## Byron Bell                      46.509931            44.699571
## Brandon Mosley                  35.477514            32.352522
## Jason Weaver                    24.889352            24.683761
## Mitchell Schwartz               33.422969            39.035429
## Rob Havenstein                  59.750059            54.064284
## Justin Britt                    56.392018            54.034988
## Derek Newton                    94.586303            92.735101
## Phil Loadholt                   85.454609            83.536712
## Tyrus Thompson                  17.459647            18.253192
## Joe Reitz                       49.554824            51.067495
## Josh Wells                      59.703209            55.933572
## Bryce Harris                    34.949745            34.415571
## Laurence Gibson                 12.834719            13.410997
## Brennan Williams                44.601115            39.703049
## Eric Fisher                     70.189564            69.055616
## Terry Poole                     11.841926            12.748820
## Cornelius Lucas                 28.052524            29.955542
## Nick Becton                     13.792031            14.538577
## Donald Hawkins                  20.362969            20.964717
## J'Marcus Webb                   36.834016            38.396775
## Bryan Bulaga                    79.045608            80.592808
## Bradley Sowell                  41.503628            42.827536
## Anthony Castonzo                87.547896            88.631067
## Jermey Parnell                  85.316131            83.964812
## Michael Oher                    35.457445            38.654380
## Eugene Monroe                   52.581084            58.335190
## Trent Williams                  84.763570            85.614985
## Jonathan Martin                 48.255424            47.648366
## Marcus Gilbert                  74.051297            74.307478
## Derek Sherrod                   37.574745            36.479264
## D'Brickashaw Ferguson           68.565995            72.258241
## Russell Okung                   81.814732            82.970541
## Jared Veldheer                  90.194202            90.626151
## Donald Penn                     84.861273            86.790171
## Bobby Massie                    63.174050            62.766055
## D.J. Humphries                  38.427063            38.366727
## Jason Peters                    98.876108            98.702225
## Ben Ijalana                     22.117151            23.003723
##                       Balanced Tackle Extreme Pass Blocker
## Menelik Watson              31.412473            31.139081
## Michael Bowie               49.234729            40.419842
## Ty Sambrailo                33.573311            35.758732
## Steven Baker                12.175296            15.376416
## Marshall Newhouse           54.135506            54.570393
## Will Yeatman                26.851758            33.938037
## Andre Smith                 78.480454            78.698612
## Cordy Glenn                 83.017444            85.534757
## Marcel Jones                26.021063            32.750815
## Oday Aboushi                57.211404            52.617020
## Andrew Whitworth            97.205217            97.938411
## Will Beatty                 84.047814            86.716645
## Erik Pears                  28.493417            42.006065
## Michael Williams            20.981595            20.969631
## Reid Fragel                 25.463356            20.682430
## Tavon Rooks                 23.457328            25.760978
## LaAdrian Waddle             60.307091            69.720693
## Anthony Morris               9.015552             8.962024
## Terron Armstead             79.920431            76.154668
## Terren Jones                16.587207            17.925885
## T.J. Clemmings              35.562463            24.390888
## Andrew McDonald             28.619086            32.783973
## Ryan Clady                  72.669372            81.746216
## Gosder Cherilus             61.876681            62.556107
## Branden Albert              92.261549            93.474251
## Mike Remmers                55.794424            62.477380
## Morgan Moses                41.148699            41.808521
## Ryan Seymour                29.701287            25.647804
## Ryan Miller                 26.440212            23.301670
## Breno Giacomini             59.841638            61.858405
## Riley Reiff                 85.283099            82.416241
## Martin Wallace              28.591297            24.326470
## Brandon Washington          36.456722            32.134882
## Brandon Scherff             68.305587            57.745907
## Cyrus Kouandjio             26.643247            17.875852
## King Dunlap                 92.245494            87.742039
## Duane Brown                 92.846540            94.126980
## Matthew McCants             30.370986            35.175488
## Jamon Brown                 43.650651            35.436872
## Cedric Ogbuehi              53.395966            53.620324
## Donovan Smith               43.828559            35.653099
## D.J. Fluker                 69.290414            59.141628
## Byron Stingily              37.615204            41.084620
## Ty Nsekhe                   30.107940            27.779595
## Matt Kalil                  58.942372            58.790943
## Jeremiah Poutasi            31.385311            24.446286
## David Foucault              21.581082            20.306652
## Cody Booth                  18.540596            16.595736
## Nate Solder                 83.408947            81.072742
## Justin Pugh                 50.937150            56.389039
## Eric Winston                34.530451            42.778912
## Joe Thomas                  96.521788            96.901790
## Taylor Lewan                83.278341            76.562510
## Lane Johnson                85.691453            78.959780
## Joe Staley                  98.606282            97.790135
## Cameron Fleming             42.750478            36.196455
## Ian Silberman               22.035085            15.624151
## Ryan Harris                 63.557298            71.780632
## Ereck Flowers               55.830458            46.850534
## Caylin Hauptmann            21.393215            24.520842
## Andrus Peat                 60.362620            60.616351
## Mike Adams                  40.343547            38.849441
## Mike Harris                 24.094081            23.458783
## Ryan Schraeder              63.633140            70.165038
## Doug Free                   90.157643            86.281794
## James Hurst                 27.062557            27.256515
## Mitchell Van Dyk            27.408566            18.663638
## Tyron Smith                 97.639872            96.295937
## Jeff Adams                  28.089114            37.574888
## Chaz Green                  23.610836            29.296163
## Mickey Baucus               13.280618            17.049266
## Joe Barksdale               67.412912            60.369429
## Tayo Fabuluje               15.065358            11.538990
## Ja'Wuan James               51.115170            54.649033
## Marcus Cannon               52.494454            56.407119
## Michael Schofield           29.489040            33.971665
## Don Barclay                 43.516429            48.824442
## Lamar Holmes                36.769175            47.806561
## Tanner Hawkinson            25.498875            32.003417
## Rick Wagner                 77.270050            83.952612
## Jason Fox                   37.075191            34.714317
## Cameron Bradfield           30.998073            28.884844
## Jake Matthews               56.420776            59.441171
## Jake Rodgers                11.307532            12.990086
## Austin Pasztor              46.420499            46.635134
## Tyler Polumbus              36.411552            43.376640
## Jamon Meredith              34.502236            35.118903
## Sam Young                   38.496491            42.245308
## Kevin Pamphile              49.970098            41.340557
## Chris Hairston              68.084659            65.045749
## Andrew Gardner              55.473820            46.388998
## Jeremy Vujnovich             8.011983             8.437893
## David Bakhtiari             56.738177            72.499430
## Alejandro Villanueva         8.947037            10.583814
## Jake Fisher                 33.920639            40.008341
## Luke Joeckel                68.906558            66.140578
## Sebastian Vollmer           87.843936            90.868411
## Bryan Witzmann              31.721434            26.432077
## Chris Clark                 63.033147            71.172833
## Garry Gilliam               32.220834            28.694278
## Nate Chandler               47.409516            42.003057
## Kelvin Beachum              85.984353            89.792915
## Jermon Bushrod              49.966273            66.575835
## Zach Strief                 82.910365            87.570393
## Ulrick John                 26.687430            30.148528
## Jordan Mills                44.298008            38.107191
## Austin Howard               59.018890            54.979361
## Kevin Graf                  22.109119            16.927447
## Garrett Reynolds            52.293638            50.218381
## Seantrel Henderson          46.521716            50.733655
## Denzelle Good                8.311146             4.953269
## Corey Robinson              22.593978            18.770349
## Daryl Williams              39.592750            28.871587
## Greg Robinson               66.064991            56.569776
## Tom Compton                 48.499621            39.504403
## Demar Dotson                71.810194            79.474589
## Donald Stephenson           49.156229            44.217222
## Darrion Weems               33.827444            36.093256
## Charles Leno                28.306363            32.357072
## Byron Bell                  42.671259            37.979144
## Brandon Mosley              28.972810            21.739559
## Jason Weaver                24.452997            23.914129
## Mitchell Schwartz           45.645084            61.358840
## Rob Havenstein              47.556756            32.781194
## Justin Britt                51.360098            45.057602
## Derek Newton                90.105096            81.328271
## Phil Loadholt               81.185830            74.884105
## Tyrus Thompson              19.174698            21.454859
## Joe Reitz                   52.771491            56.759223
## Josh Wells                  51.618564            41.471550
## Bryce Harris                33.816858            32.423077
## Laurence Gibson             14.081946            15.750852
## Brennan Williams            34.371499            23.112665
## Eric Fisher                 67.754703            64.606011
## Terry Poole                 13.828250            16.610869
## Cornelius Lucas             32.169189            37.627160
## Nick Becton                 15.412563            17.605532
## Donald Hawkins              21.655743            23.334295
## J'Marcus Webb               40.182003            44.461812
## Bryan Bulaga                82.251638            85.792415
## Bradley Sowell              44.330273            47.898007
## Anthony Castonzo            89.770043            92.120259
## Jermey Parnell              82.346323            78.143387
## Michael Oher                42.353414            51.276684
## Eugene Monroe               64.610621            77.694294
## Trent Williams              86.535968            88.542593
## Jonathan Martin             46.964405            45.357448
## Marcus Gilbert              74.594805            75.264790
## Derek Sherrod               35.256965            32.439586
## D'Brickashaw Ferguson       76.150115            84.017946
## Russell Okung               84.216228            86.907820
## Jared Veldheer              91.096250            92.133746
## Donald Penn                 88.753906            92.535388
## Bobby Massie                62.304206            61.209601
## D.J. Humphries              38.298716            38.138681
## Jason Peters                98.478666            97.818151
## Ben Ijalana                 24.027003            26.531966
##                       Moderate Pass Blocker
## Menelik Watson                    31.281072
## Michael Bowie                     44.970402
## Ty Sambrailo                      34.616290
## Steven Baker                      13.648719
## Marshall Newhouse                 54.344387
## Will Yeatman                      30.161588
## Andre Smith                       78.585366
## Cordy Glenn                       84.259308
## Marcel Jones                      29.162751
## Oday Aboushi                      55.013639
## Andrew Whitworth                  97.580651
## Will Beatty                       85.370253
## Erik Pears                        34.743209
## Michael Williams                  20.975850
## Reid Fragel                       23.098408
## Tavon Rooks                       24.548999
## LaAdrian Waddle                   64.943063
## Anthony Morris                     8.989820
## Terron Armstead                   78.158690
## Terren Jones                      17.221720
## T.J. Clemmings                    29.959639
## Andrew McDonald                   30.587721
## Ryan Clady                        77.285469
## Gosder Cherilus                   62.203388
## Branden Albert                    92.863650
## Mike Remmers                      59.036472
## Morgan Moses                      41.465220
## Ryan Seymour                      27.718599
## Ryan Miller                       24.906848
## Breno Giacomini                   60.813650
## Riley Reiff                       83.948072
## Martin Wallace                    26.499754
## Brandon Washington                34.355880
## Brandon Scherff                   63.359917
## Cyrus Kouandjio                   22.184073
## King Dunlap                       90.270740
## Duane Brown                       93.485824
## Matthew McCants                   32.642177
## Jamon Brown                       39.648625
## Cedric Ogbuehi                    53.503708
## Donovan Smith                     39.846667
## D.J. Fluker                       64.544750
## Byron Stingily                    39.270498
## Ty Nsekhe                         28.978974
## Matt Kalil                        58.869678
## Jeremiah Poutasi                  27.948216
## David Foucault                    20.963453
## Cody Booth                        17.589705
## Nate Solder                       82.311436
## Justin Pugh                       53.563466
## Eric Winston                      38.426332
## Joe Thomas                        96.708775
## Taylor Lewan                      80.223847
## Lane Johnson                      82.664273
## Joe Staley                        98.254233
## Cameron Fleming                   39.566287
## Ian Silberman                     18.786922
## Ryan Harris                       67.614190
## Ereck Flowers                     51.527562
## Caylin Hauptmann                  22.865119
## Andrus Peat                       60.484507
## Mike Adams                        39.624228
## Mike Harris                       23.787873
## Ryan Schraeder                    66.833893
## Doug Free                         88.410202
## James Hurst                       27.155602
## Mitchell Van Dyk                  22.974679
## Tyron Smith                       97.056948
## Jeff Adams                        32.503729
## Chaz Green                        26.262638
## Mickey Baucus                     15.012068
## Joe Barksdale                     64.090182
## Tayo Fabuluje                     13.291312
## Ja'Wuan James                     52.814810
## Marcus Cannon                     54.378531
## Michael Schofield                 31.607850
## Don Barclay                       46.056523
## Lamar Holmes                      41.991752
## Tanner Hawkinson                  28.534609
## Rick Wagner                       80.655903
## Jason Fox                         35.934868
## Cameron Bradfield                 29.974940
## Jake Matthews                     57.876873
## Jake Rodgers                      12.094957
## Austin Pasztor                    46.523546
## Tyler Polumbus                    39.715390
## Jamon Meredith                    34.797835
## Sam Young                         40.285448
## Kevin Pamphile                    45.801102
## Chris Hairston                    66.639068
## Andrew Gardner                    51.118100
## Jeremy Vujnovich                   8.214416
## David Bakhtiari                   64.625767
## Alejandro Villanueva               9.707802
## Jake Fisher                       36.802663
## Luke Joeckel                      67.590521
## Sebastian Vollmer                 89.374172
## Bryan Witzmann                    29.125387
## Chris Clark                       67.043279
## Garry Gilliam                     30.504830
## Nate Chandler                     44.801310
## Kelvin Beachum                    87.919148
## Jermon Bushrod                    58.128448
## Zach Strief                       85.272041
## Ulrick John                       28.324098
## Jordan Mills                      41.298107
## Austin Howard                     57.088453
## Kevin Graf                        19.516066
## Garrett Reynolds                  51.297608
## Seantrel Henderson                48.542177
## Denzelle Good                      6.530943
## Corey Robinson                    20.705634
## Daryl Williams                    34.284752
## Greg Robinson                     61.591529
## Tom Compton                       44.141900
## Demar Dotson                      75.654441
## Donald Stephenson                 46.778386
## Darrion Weems                     34.908705
## Charles Leno                      30.221086
## Byron Bell                        40.400915
## Brandon Mosley                    25.363351
## Jason Weaver                      24.193440
## Mitchell Schwartz                 53.257948
## Rob Havenstein                    40.284462
## Justin Britt                      48.328401
## Derek Newton                      86.361293
## Phil Loadholt                     78.290734
## Tyrus Thompson                    20.250450
## Joe Reitz                         54.692224
## Josh Wells                        46.718592
## Bryce Harris                      33.144699
## Laurence Gibson                   14.867712
## Brennan Williams                  28.700985
## Eric Fisher                       66.256977
## Terry Poole                       15.122077
## Cornelius Lucas                   34.750690
## Nick Becton                       16.441970
## Donald Hawkins                    22.452853
## J'Marcus Webb                     42.225637
## Bryan Bulaga                      84.016135
## Bradley Sowell                    46.039432
## Anthony Castonzo                  90.955382
## Jermey Parnell                    80.396016
## Michael Oher                      46.617540
## Eugene Monroe                     71.249567
## Trent Williams                    87.527731
## Jonathan Martin                   46.192025
## Marcus Gilbert                    74.917690
## Derek Sherrod                     33.892885
## D'Brickashaw Ferguson             80.165084
## Russell Okung                     85.550966
## Jared Veldheer                    91.606467
## Donald Penn                       90.712506
## Bobby Massie                      61.779792
## D.J. Humphries                    38.221848
## Jason Peters                      98.186737
## Ben Ijalana                       25.213457
##                       High Awareness Run Blocker Power Run Blocker
## Menelik Watson                         36.189325         34.889076
## Michael Bowie                          42.114956         45.215205
## Ty Sambrailo                           31.463281         31.199687
## Steven Baker                           19.521222         16.415746
## Marshall Newhouse                      57.556121         54.934712
## Will Yeatman                           33.528515         29.387905
## Andre Smith                            72.356716         74.671821
## Cordy Glenn                            81.915184         81.825565
## Marcel Jones                           24.211126         23.635177
## Oday Aboushi                           50.926734         53.087586
## Andrew Whitworth                       94.519160         94.787976
## Will Beatty                            82.054809         81.728690
## Erik Pears                             41.418396         34.197553
## Michael Williams                       25.004998         23.723949
## Reid Fragel                            30.873493         32.094694
## Tavon Rooks                            24.882626         24.362506
## LaAdrian Waddle                        57.810374         56.823886
## Anthony Morris                          9.640831         10.155149
## Terron Armstead                        81.178308         81.539148
## Terren Jones                           16.517614         16.793142
## T.J. Clemmings                         33.526463         39.875603
## Andrew McDonald                        34.001398         31.676472
## Ryan Clady                             75.794478         72.268736
## Gosder Cherilus                        66.498459         63.145462
## Branden Albert                         88.394257         88.904141
## Mike Remmers                           56.794679         54.507070
## Morgan Moses                           39.069171         41.503907
## Ryan Seymour                           35.703192         35.153599
## Ryan Miller                            30.497262         31.884344
## Breno Giacomini                        59.448542         57.356702
## Riley Reiff                            82.023674         84.156728
## Martin Wallace                         24.820446         26.645821
## Brandon Washington                     38.127920         39.141763
## Brandon Scherff                        63.610256         68.157158
## Cyrus Kouandjio                        18.309793         24.185828
## King Dunlap                            83.359199         87.103517
## Duane Brown                            91.382354         91.276543
## Matthew McCants                        31.969650         31.193593
## Jamon Brown                            43.227837         45.045877
## Cedric Ogbuehi                         54.395253         55.084794
## Donovan Smith                          40.268794         43.861944
## D.J. Fluker                            64.832952         68.294517
## Byron Stingily                         44.118474         40.551546
## Ty Nsekhe                              26.974418         27.795924
## Matt Kalil                             68.581928         65.091199
## Jeremiah Poutasi                       27.094221         29.988629
## David Foucault                         22.922368         22.496246
## Cody Booth                             19.252840         20.427993
## Nate Solder                            83.728748         83.825388
## Justin Pugh                            57.451311         54.810559
## Eric Winston                           49.513107         41.628701
## Joe Thomas                             96.167603         96.256160
## Taylor Lewan                           81.699616         84.156518
## Lane Johnson                           84.533203         86.819273
## Joe Staley                             97.699200         98.064531
## Cameron Fleming                        40.812068         42.850401
## Ian Silberman                          21.513155         24.028684
## Ryan Harris                            61.485545         58.874175
## Ereck Flowers                          49.492964         56.537467
## Caylin Hauptmann                       24.948757         23.098557
## Andrus Peat                            55.217889         56.873665
## Mike Adams                             43.424097         42.743510
## Mike Harris                            23.738135         23.821886
## Ryan Schraeder                         62.990871         61.254598
## Doug Free                              84.057899         85.931470
## James Hurst                            25.041639         24.183862
## Mitchell Van Dyk                       27.074029         29.497269
## Tyron Smith                            95.176172         96.377680
## Jeff Adams                             36.158031         31.103159
## Chaz Green                             28.239016         25.745274
## Mickey Baucus                          15.777332         14.654482
## Joe Barksdale                          60.105844         62.728370
## Tayo Fabuluje                          10.727431         13.085657
## Ja'Wuan James                          52.010022         50.365905
## Marcus Cannon                          50.159370         49.279074
## Michael Schofield                      38.183709         34.015407
## Don Barclay                            50.689539         46.401890
## Lamar Holmes                           41.197277         36.215876
## Tanner Hawkinson                       35.656429         31.520829
## Rick Wagner                            76.048832         75.049309
## Jason Fox                              34.096001         34.993207
## Cameron Bradfield                      39.236938         36.669418
## Jake Matthews                          64.240216         61.663108
## Jake Rodgers                           13.083995         12.686022
## Austin Pasztor                         43.225837         42.070337
## Tyler Polumbus                         42.822019         37.619328
## Jamon Meredith                         40.367265         37.453043
## Sam Young                              41.447503         38.287849
## Kevin Pamphile                         50.009076         51.117777
## Chris Hairston                         59.205787         61.809750
## Andrew Gardner                         54.789273         55.636211
## Jeremy Vujnovich                       14.166282         13.727419
## David Bakhtiari                        64.597851         57.730047
## Alejandro Villanueva                   14.717855         12.865172
## Jake Fisher                            40.022669         37.841449
## Luke Joeckel                           68.437391         69.658867
## Sebastian Vollmer                      85.198265         85.091992
## Bryan Witzmann                         32.784919         32.958472
## Chris Clark                            57.979510         56.266057
## Garry Gilliam                          33.315671         33.324534
## Nate Chandler                          50.340175         49.935935
## Kelvin Beachum                         80.287469         80.381315
## Jermon Bushrod                         65.763922         57.659480
## Zach Strief                            77.758438         77.252523
## Ulrick John                            29.854707         28.469799
## Jordan Mills                           43.949112         44.846847
## Austin Howard                          54.438250         55.263232
## Kevin Graf                             25.407503         26.970083
## Garrett Reynolds                       51.373229         51.134391
## Seantrel Henderson                     48.001881         45.481693
## Denzelle Good                           7.652592          9.563455
## Corey Robinson                         20.633980         24.061800
## Daryl Williams                         33.461862         38.760452
## Greg Robinson                          70.257561         71.471330
## Tom Compton                            53.332989         54.470369
## Demar Dotson                           65.562442         65.163165
## Donald Stephenson                      54.232960         54.240358
## Darrion Weems                          32.122273         32.366931
## Charles Leno                           33.212671         30.764197
## Byron Bell                             40.687893         41.128299
## Brandon Mosley                         33.034795         36.296464
## Jason Weaver                           23.743609         24.572447
## Mitchell Schwartz                      50.703385         45.897124
## Rob Havenstein                         35.116612         41.823534
## Justin Britt                           50.216529         51.404370
## Derek Newton                           80.960042         84.932675
## Phil Loadholt                          73.381744         76.989633
## Tyrus Thompson                         17.513094         18.619346
## Joe Reitz                              52.687342         50.639112
## Josh Wells                             44.541776         49.193335
## Bryce Harris                           36.191328         35.538957
## Laurence Gibson                        20.042604         18.168765
## Brennan Williams                       25.521747         30.777403
## Eric Fisher                            69.963827         70.402044
## Terry Poole                            20.684018         19.507154
## Cornelius Lucas                        34.648120         31.394014
## Nick Becton                            19.841832         18.183695
## Donald Hawkins                         18.671465         19.656840
## J'Marcus Webb                          44.332240         42.230089
## Bryan Bulaga                           77.529081         78.368090
## Bradley Sowell                         47.703684         44.184241
## Anthony Castonzo                       86.259540         86.544502
## Jermey Parnell                         73.623987         76.846398
## Michael Oher                           54.589875         49.214799
## Eugene Monroe                          70.699116         65.509328
## Trent Williams                         86.404652         85.371811
## Jonathan Martin                        48.638998         47.996423
## Marcus Gilbert                         68.973870         70.734867
## Derek Sherrod                          35.710937         36.749752
## D'Brickashaw Ferguson                  80.355956         76.576612
## Russell Okung                          81.680017         81.378187
## Jared Veldheer                         89.544229         89.928444
## Donald Penn                            87.025460         85.969860
## Bobby Massie                           60.543687         60.600628
## D.J. Humphries                         40.618991         43.514641
## Jason Peters                           95.744856         97.104395
## Ben Ijalana                            25.787553         26.369887
##                       Fast Run Blocker High Awareness Pass Blocker
## Menelik Watson                35.44086                   34.573630
## Michael Bowie                 42.73673                   38.665648
## Ty Sambrailo                  31.78659                   33.233535
## Steven Baker                  23.62225                   18.408009
## Marshall Newhouse             57.49814                   53.065314
## Will Yeatman                  34.04003                   35.168017
## Andre Smith                   68.95068                   75.331028
## Cordy Glenn                   80.67812                   83.825384
## Marcel Jones                  19.86832                   28.576994
## Oday Aboushi                  48.72221                   51.231318
## Andrew Whitworth              91.47428                   95.892353
## Will Beatty                   78.79806                   84.743017
## Erik Pears                    36.14043                   44.034904
## Michael Williams              29.12818                   23.398690
## Reid Fragel                   35.67752                   27.449412
## Tavon Rooks                   27.60747                   26.485455
## LaAdrian Waddle               52.01912                   65.442212
## Anthony Morris                12.96618                   10.086087
## Terron Armstead               86.06817                   78.525165
## Terren Jones                  16.55345                   17.615327
## T.J. Clemmings                45.16123                   31.934870
## Andrew McDonald               34.65293                   34.901022
## Ryan Clady                    67.42262                   79.967380
## Gosder Cherilus               62.69500                   62.108617
## Branden Albert                84.95142                   90.578615
## Mike Remmers                  55.89806                   60.192305
## Morgan Moses                  39.86131                   43.038272
## Ryan Seymour                  39.99432                   31.152023
## Ryan Miller                   33.57564                   29.270757
## Breno Giacomini               55.02040                   58.553380
## Riley Reiff                   82.01752                   83.124862
## Martin Wallace                25.60397                   23.310381
## Brandon Washington            41.54518                   35.441211
## Brandon Scherff               69.32528                   61.362013
## Cyrus Kouandjio               19.34745                   19.447989
## King Dunlap                   79.96215                   82.789675
## Duane Brown                   88.96160                   92.734650
## Matthew McCants               27.95962                   36.100145
## Jamon Brown                   49.73467                   37.060115
## Cedric Ogbuehi                57.45705                   56.282883
## Donovan Smith                 49.62994                   36.321621
## D.J. Fluker                   64.13638                   60.773194
## Byron Stingily                47.14442                   41.537776
## Ty Nsekhe                     24.93191                   25.741631
## Matt Kalil                    68.06439                   63.536623
## Jeremiah Poutasi              31.73746                   23.825929
## David Foucault                25.03710                   20.763257
## Cody Booth                    21.97933                   19.126148
## Nate Solder                   82.96611                   82.433220
## Justin Pugh                   56.17662                   59.648930
## Eric Winston                  44.89384                   46.905551
## Joe Thomas                    95.61451                   96.745205
## Taylor Lewan                  85.73534                   79.463173
## Lane Johnson                  89.73210                   82.376458
## Joe Staley                    97.51736                   97.475528
## Cameron Fleming               43.13847                   37.564126
## Ian Silberman                 28.95459                   18.428284
## Ryan Harris                   51.80067                   66.355814
## Ereck Flowers                 53.96066                   51.068846
## Caylin Hauptmann              24.99957                   25.194265
## Andrus Peat                   58.07552                   56.799582
## Mike Adams                    39.98753                   42.063785
## Mike Harris                   20.76148                   23.848339
## Ryan Schraeder                62.44413                   66.404385
## Doug Free                     81.44844                   83.174123
## James Hurst                   20.31188                   24.593213
## Mitchell Van Dyk              34.30345                   22.605454
## Tyron Smith                   95.39375                   95.433821
## Jeff Adams                    35.11599                   38.690894
## Chaz Green                    28.69443                   30.723036
## Mickey Baucus                 16.38364                   17.810001
## Joe Barksdale                 57.40887                   57.011783
## Tayo Fabuluje                 12.72509                   10.497293
## Ja'Wuan James                 49.47569                   53.197992
## Marcus Cannon                 46.93087                   51.035048
## Michael Schofield             41.91826                   36.499930
## Don Barclay                   50.19673                   49.451100
## Lamar Holmes                  35.36314                   43.631445
## Tanner Hawkinson              39.41148                   36.406695
## Rick Wagner                   72.51585                   81.459246
## Jason Fox                     28.27036                   34.722666
## Cameron Bradfield             44.61152                   32.851128
## Jake Matthews                 65.53576                   63.748383
## Jake Rodgers                  14.73990                   14.228546
## Austin Pasztor                38.28113                   42.294962
## Tyler Polumbus                38.44903                   41.155575
## Jamon Meredith                42.08467                   35.579664
## Sam Young                     39.21249                   39.880577
## Kevin Pamphile                57.42685                   43.025120
## Chris Hairston                56.30956                   59.653478
## Andrew Gardner                57.95477                   46.819165
## Jeremy Vujnovich              22.72959                   13.079052
## David Bakhtiari               60.04133                   69.212146
## Alejandro Villanueva          20.07643                   13.792549
## Jake Fisher                   44.28955                   43.331173
## Luke Joeckel                  64.86751                   69.182957
## Sebastian Vollmer             80.17700                   88.420033
## Bryan Witzmann                37.74355                   27.724490
## Chris Clark                   51.64510                   62.575877
## Garry Gilliam                 38.71449                   30.054793
## Nate Chandler                 53.17429                   44.905708
## Kelvin Beachum                75.73886                   85.042670
## Jermon Bushrod                61.07716                   68.890147
## Zach Strief                   69.19239                   82.274098
## Ulrick John                   31.81627                   31.629340
## Jordan Mills                  42.58636                   40.387418
## Austin Howard                 47.99001                   51.902409
## Kevin Graf                    33.38783                   21.765233
## Garrett Reynolds              48.43526                   49.205612
## Seantrel Henderson            48.52432                   47.345260
## Denzelle Good                 11.96237                    6.192611
## Corey Robinson                26.39338                   20.992873
## Daryl Williams                38.20844                   30.782974
## Greg Robinson                 75.07973                   63.283610
## Tom Compton                   58.38316                   46.390609
## Demar Dotson                  54.89906                   73.456677
## Donald Stephenson             57.52280                   50.300794
## Darrion Weems                 30.20799                   33.979541
## Charles Leno                  33.07219                   34.086645
## Byron Bell                    36.45236                   36.374789
## Brandon Mosley                39.11631                   30.018726
## Jason Weaver                  23.14681                   23.931357
## Mitchell Schwartz             42.21037                   58.956474
## Rob Havenstein                38.28900                   32.076410
## Justin Britt                  50.38627                   46.220542
## Derek Newton                  82.92897                   76.336172
## Phil Loadholt                 67.34656                   72.347679
## Tyrus Thompson                20.18855                   19.855901
## Joe Reitz                     48.96689                   52.747221
## Josh Wells                    48.80738                   42.020435
## Bryce Harris                  37.55806                   34.058382
## Laurence Gibson               26.38613                   19.026178
## Brennan Williams              28.32149                   22.185629
## Eric Fisher                   71.23516                   68.786245
## Terry Poole                   27.08509                   21.836563
## Cornelius Lucas               33.34967                   35.290819
## Nick Becton                   22.08566                   20.045440
## Donald Hawkins                18.39832                   21.460334
## J'Marcus Webb                 41.59051                   44.715782
## Bryan Bulaga                  72.46065                   82.983092
## Bradley Sowell                44.52470                   46.479447
## Anthony Castonzo              82.80783                   89.509706
## Jermey Parnell                73.03543                   73.917063
## Michael Oher                  50.44458                   54.345741
## Eugene Monroe                 63.03694                   75.680546
## Trent Williams                86.93177                   86.021209
## Jonathan Martin               45.68319                   47.088538
## Marcus Gilbert                63.36238                   72.385493
## Derek Sherrod                 34.82112                   35.339819
## D'Brickashaw Ferguson         75.46902                   82.671895
## Russell Okung                 76.46575                   84.482194
## Jared Veldheer                88.54670                   90.752521
## Donald Penn                   83.18218                   89.285435
## Bobby Massie                  59.38940                   60.038041
## D.J. Humphries                46.61293                   44.992139
## Jason Peters                  94.78586                   96.634005
## Ben Ijalana                   28.60829                   28.654387
##                       Fast Pass Blocker
## Menelik Watson                34.868997
## Michael Bowie                 36.952025
## Ty Sambrailo                  33.783490
## Steven Baker                  26.391942
## Marshall Newhouse             55.435419
## Will Yeatman                  39.504155
## Andre Smith                   69.288097
## Cordy Glenn                   82.457111
## Marcel Jones                  23.320922
## Oday Aboushi                  46.772305
## Andrew Whitworth              92.524471
## Will Beatty                   81.396860
## Erik Pears                    43.939760
## Michael Williams              29.399154
## Reid Fragel                   31.964494
## Tavon Rooks                   30.232218
## LaAdrian Waddle               59.413308
## Anthony Morris                13.620918
## Terron Armstead               84.537121
## Terren Jones                  17.371017
## T.J. Clemmings                39.970657
## Andrew McDonald               37.712697
## Ryan Clady                    73.745753
## Gosder Cherilus               60.634809
## Branden Albert                86.399514
## Mike Remmers                  60.932771
## Morgan Moses                  41.719165
## Ryan Seymour                  36.663120
## Ryan Miller                   31.697746
## Breno Giacomini               55.163367
## Riley Reiff                   81.183422
## Martin Wallace                22.777165
## Brandon Washington            38.635425
## Brandon Scherff               64.434734
## Cyrus Kouandjio               16.064300
## King Dunlap                   74.420109
## Duane Brown                   90.201409
## Matthew McCants               31.640574
## Jamon Brown                   43.248469
## Cedric Ogbuehi                59.205359
## Donovan Smith                 44.240138
## D.J. Fluker                   56.917192
## Byron Stingily                48.279383
## Ty Nsekhe                     22.806266
## Matt Kalil                    66.161380
## Jeremiah Poutasi              26.705859
## David Foucault                23.595496
## Cody Booth                    21.291809
## Nate Solder                   81.452473
## Justin Pugh                   60.299805
## Eric Winston                  48.346619
## Joe Thomas                    96.065360
## Taylor Lewan                  82.558203
## Lane Johnson                  87.308540
## Joe Staley                    96.839253
## Cameron Fleming               38.665542
## Ian Silberman                 24.503219
## Ryan Harris                   57.296354
## Ereck Flowers                 50.226171
## Caylin Hauptmann              26.898143
## Andrus Peat                   58.682068
## Mike Adams                    38.672226
## Mike Harris                   20.284828
## Ryan Schraeder                67.070836
## Doug Free                     78.027518
## James Hurst                   19.795197
## Mitchell Van Dyk              28.628056
## Tyron Smith                   94.505595
## Jeff Adams                    41.904411
## Chaz Green                    33.497554
## Mickey Baucus                 19.606122
## Joe Barksdale                 51.575455
## Tayo Fabuluje                 10.840978
## Ja'Wuan James                 51.572526
## Marcus Cannon                 47.945144
## Michael Schofield             44.667062
## Don Barclay                   52.591295
## Lamar Holmes                  40.834626
## Tanner Hawkinson              44.648119
## Rick Wagner                   78.390194
## Jason Fox                     27.132825
## Cameron Bradfield             41.404305
## Jake Matthews                 67.431079
## Jake Rodgers                  16.655425
## Austin Pasztor                37.507347
## Tyler Polumbus                40.531036
## Jamon Meredith                40.222381
## Sam Young                     40.020923
## Kevin Pamphile                51.116808
## Chris Hairston                53.934775
## Andrew Gardner                50.186132
## Jeremy Vujnovich              23.559373
## David Bakhtiari               69.456208
## Alejandro Villanueva          22.100316
## Jake Fisher                   50.237555
## Luke Joeckel                  63.862061
## Sebastian Vollmer             83.194371
## Bryan Witzmann                33.294298
## Chris Clark                   56.531767
## Garry Gilliam                 36.350917
## Nate Chandler                 48.801305
## Kelvin Beachum                80.132183
## Jermon Bushrod                70.000031
## Zach Strief                   73.371656
## Ulrick John                   35.201722
## Jordan Mills                  38.209958
## Austin Howard                 43.707936
## Kevin Graf                    29.376313
## Garrett Reynolds              46.039824
## Seantrel Henderson            50.150257
## Denzelle Good                  8.983216
## Corey Robinson                24.700002
## Daryl Williams                31.907596
## Greg Robinson                 68.720715
## Tom Compton                   51.708385
## Demar Dotson                  61.784989
## Donald Stephenson             54.365547
## Darrion Weems                 31.393087
## Charles Leno                  36.054133
## Byron Bell                    31.410762
## Brandon Mosley                34.297105
## Jason Weaver                  22.530091
## Mitchell Schwartz             52.745299
## Rob Havenstein                30.387735
## Justin Britt                  45.568144
## Derek Newton                  75.093373
## Phil Loadholt                 61.434396
## Tyrus Thompson                22.083222
## Joe Reitz                     50.113506
## Josh Wells                    43.156066
## Bryce Harris                  36.283133
## Laurence Gibson               28.412248
## Brennan Williams              21.328147
## Eric Fisher                   69.980388
## Terry Poole                   30.881083
## Cornelius Lucas               36.578227
## Nick Becton                   24.318673
## Donald Hawkins                20.115357
## J'Marcus Webb                 43.258439
## Bryan Bulaga                  76.822074
## Bradley Sowell                45.794276
## Anthony Castonzo              85.655376
## Jermey Parnell                70.264846
## Michael Oher                  54.067326
## Eugene Monroe                 71.391537
## Trent Williams                87.499907
## Jonathan Martin               44.225266
## Marcus Gilbert                64.281446
## Derek Sherrod                 33.443058
## D'Brickashaw Ferguson         80.343657
## Russell Okung                 78.968127
## Jared Veldheer                89.283369
## Donald Penn                   86.058804
## Bobby Massie                  58.643425
## D.J. Humphries                49.435923
## Jason Peters                  94.074529
## Ben Ijalana                   31.487581
##                       Extreme Run Blocker Moderate Run Blocker
## Menelik Watson                  31.632223            31.528864
## Michael Bowie                   56.344460            53.014468
## Ty Sambrailo                    31.861399            32.661422
## Steven Baker                     9.972775            10.968700
## Marshall Newhouse               53.786762            53.950701
## Will Yeatman                    21.768305            24.085386
## Andre Smith                     78.304758            78.387434
## Cordy Glenn                     80.809734            81.868366
## Marcel Jones                    21.196464            23.395885
## Oday Aboushi                    60.825569            59.136594
## Andrew Whitworth                96.471486            96.833940
## Will Beatty                     81.672666            82.815173
## Erik Pears                      19.438497            23.457485
## Michael Williams                20.991183            20.986677
## Reid Fragel                     29.674017            27.655684
## Tavon Rooks                     21.697298            22.514793
## LaAdrian Waddle                 52.271222            56.079990
## Anthony Morris                   9.058604             9.038352
## Terron Armstead                 82.662657            81.404915
## Terren Jones                    15.562691            16.038876
## T.J. Clemmings                  45.583102            40.796726
## Andrew McDonald                 25.475353            26.930032
## Ryan Clady                      64.065138            68.233449
## Gosder Cherilus                 61.329736            61.587075
## Branden Albert                  91.172264            91.697649
## Mike Remmers                    50.308959            52.894096
## Morgan Moses                    40.621913            40.869284
## Ryan Seymour                    33.145647            31.506736
## Ryan Miller                     29.101158            27.835066
## Breno Giacomini                 58.206611            58.976985
## Riley Reiff                     87.340317            86.399842
## Martin Wallace                  32.245589            30.503797
## Brandon Washington              40.051030            38.349211
## Brandon Scherff                 75.842906            72.425044
## Cyrus Kouandjio                 34.969600            30.932690
## King Dunlap                     94.842141            93.723905
## Duane Brown                     91.674327            92.242073
## Matthew McCants                 26.748287            28.423541
## Jamon Brown                     50.453830            47.245990
## Cedric Ogbuehi                  53.216157            53.300671
## Donovan Smith                   50.592715            47.403910
## D.J. Fluker                     76.507523            73.236310
## Byron Stingily                  34.904942            36.170101
## Ty Nsekhe                       32.034225            31.122458
## Matt Kalil                      59.063583            59.006627
## Jeremiah Poutasi                37.483144            34.566877
## David Foucault                  22.634651            22.135921
## Cody Booth                      20.196504            19.407511
## Nate Solder                     85.139800            84.341959
## Justin Pugh                     46.552084            48.610997
## Eric Winston                    28.397191            31.215490
## Joe Thomas                      96.190469            96.349254
## Taylor Lewan                    87.657851            85.711044
## Lane Johnson                    89.903464            88.052298
## Joe Staley                      99.058102            98.864803
## Cameron Fleming                 48.159174            45.606820
## Ian Silberman                   28.111408            25.158095
## Ryan Harris                     56.460330            59.836834
## Ereck Flowers                   62.834667            59.580498
## Caylin Hauptmann                19.064322            20.138838
## Andrus Peat                     60.159042            60.254754
## Mike Adams                      41.550827            40.982368
## Mike Harris                     24.609687            24.366630
## Ryan Schraeder                  58.085711            60.720328
## Doug Free                       92.630558            91.534934
## James Hurst                     26.907678            26.980412
## Mitchell Van Dyk                35.632430            31.652792
## Tyron Smith                     98.395902            98.071308
## Jeff Adams                      21.438209            24.444015
## Chaz Green                      19.534530            21.394444
## Mickey Baucus                   10.708105            11.868514
## Joe Barksdale                   72.650852            70.241103
## Tayo Fabuluje                   18.361336            16.759933
## Ja'Wuan James                   48.276560            49.610427
## Marcus Cannon                   49.340756            50.823606
## Michael Schofield               26.107832            27.671850
## Don Barclay                     39.342519            41.292021
## Lamar Holmes                    28.615513            32.343359
## Tanner Hawkinson                20.836810            22.962415
## Rick Wagner                     70.942629            74.016461
## Jason Fox                       39.002730            38.093140
## Cameron Bradfield               32.737938            31.915268
## Jake Matthews                   53.972948            55.125821
## Jake Rodgers                    10.076499            10.642309
## Austin Pasztor                  46.248632            46.329397
## Tyler Polumbus                  31.127996            33.571052
## Jamon Meredith                  34.011174            34.241630
## Sam Young                       35.567334            36.934571
## Kevin Pamphile                  56.903695            53.658390
## Chris Hairston                  70.435502            69.340536
## Andrew Gardner                  62.571076            59.272826
## Jeremy Vujnovich                 7.682677             7.836138
## David Bakhtiari                 43.125553            49.520148
## Alejandro Villanueva             7.777901             8.312054
## Jake Fisher                     29.321906            31.447620
## Luke Joeckel                    71.048691            70.050561
## Sebastian Vollmer               84.958628            86.367068
## Bryan Witzmann                  36.254223            34.095094
## Chris Clark                     56.037417            59.363118
## Garry Gilliam                   35.168403            33.770655
## Nate Chandler                   51.780213            49.725552
## Kelvin Beachum                  82.309667            84.106593
## Jermon Bushrod                  36.520754            42.738733
## Zach Strief                     78.461965            80.630867
## Ulrick John                     24.067479            25.281071
## Jordan Mills                    49.367889            46.978860
## Austin Howard                   62.189280            60.708062
## Kevin Graf                      26.845600            24.557944
## Garrett Reynolds                53.951896            53.173235
## Seantrel Henderson              43.173249            44.742339
## Denzelle Good                   12.056097            10.169686
## Corey Robinson                  25.951068            24.341976
## Daryl Williams                  48.843499            44.456909
## Greg Robinson                   73.024474            69.842633
## Tom Compton                     55.783953            52.369756
## Demar Dotson                    64.814406            68.184047
## Donald Stephenson               53.125838            51.261679
## Darrion Weems                   32.053200            32.882261
## Charles Leno                    25.247784            26.663264
## Byron Bell                      46.509931            44.699571
## Brandon Mosley                  35.477514            32.352522
## Jason Weaver                    24.889352            24.683761
## Mitchell Schwartz               33.422969            39.035429
## Rob Havenstein                  59.750059            54.064284
## Justin Britt                    56.392018            54.034988
## Derek Newton                    94.586303            92.735101
## Phil Loadholt                   85.454609            83.536712
## Tyrus Thompson                  17.459647            18.253192
## Joe Reitz                       49.554824            51.067495
## Josh Wells                      59.703209            55.933572
## Bryce Harris                    34.949745            34.415571
## Laurence Gibson                 12.834719            13.410997
## Brennan Williams                44.601115            39.703049
## Eric Fisher                     70.189564            69.055616
## Terry Poole                     11.841926            12.748820
## Cornelius Lucas                 28.052524            29.955542
## Nick Becton                     13.792031            14.538577
## Donald Hawkins                  20.362969            20.964717
## J'Marcus Webb                   36.834016            38.396775
## Bryan Bulaga                    79.045608            80.592808
## Bradley Sowell                  41.503628            42.827536
## Anthony Castonzo                87.547896            88.631067
## Jermey Parnell                  85.316131            83.964812
## Michael Oher                    35.457445            38.654380
## Eugene Monroe                   52.581084            58.335190
## Trent Williams                  84.763570            85.614985
## Jonathan Martin                 48.255424            47.648366
## Marcus Gilbert                  74.051297            74.307478
## Derek Sherrod                   37.574745            36.479264
## D'Brickashaw Ferguson           68.565995            72.258241
## Russell Okung                   81.814732            82.970541
## Jared Veldheer                  90.194202            90.626151
## Donald Penn                     84.861273            86.790171
## Bobby Massie                    63.174050            62.766055
## D.J. Humphries                  38.427063            38.366727
## Jason Peters                    98.876108            98.702225
## Ben Ijalana                     22.117151            23.003723
##                       Balanced Tackle Extreme Pass Blocker
## Menelik Watson              31.412473            31.139081
## Michael Bowie               49.234729            40.419842
## Ty Sambrailo                33.573311            35.758732
## Steven Baker                12.175296            15.376416
## Marshall Newhouse           54.135506            54.570393
## Will Yeatman                26.851758            33.938037
## Andre Smith                 78.480454            78.698612
## Cordy Glenn                 83.017444            85.534757
## Marcel Jones                26.021063            32.750815
## Oday Aboushi                57.211404            52.617020
## Andrew Whitworth            97.205217            97.938411
## Will Beatty                 84.047814            86.716645
## Erik Pears                  28.493417            42.006065
## Michael Williams            20.981595            20.969631
## Reid Fragel                 25.463356            20.682430
## Tavon Rooks                 23.457328            25.760978
## LaAdrian Waddle             60.307091            69.720693
## Anthony Morris               9.015552             8.962024
## Terron Armstead             79.920431            76.154668
## Terren Jones                16.587207            17.925885
## T.J. Clemmings              35.562463            24.390888
## Andrew McDonald             28.619086            32.783973
## Ryan Clady                  72.669372            81.746216
## Gosder Cherilus             61.876681            62.556107
## Branden Albert              92.261549            93.474251
## Mike Remmers                55.794424            62.477380
## Morgan Moses                41.148699            41.808521
## Ryan Seymour                29.701287            25.647804
## Ryan Miller                 26.440212            23.301670
## Breno Giacomini             59.841638            61.858405
## Riley Reiff                 85.283099            82.416241
## Martin Wallace              28.591297            24.326470
## Brandon Washington          36.456722            32.134882
## Brandon Scherff             68.305587            57.745907
## Cyrus Kouandjio             26.643247            17.875852
## King Dunlap                 92.245494            87.742039
## Duane Brown                 92.846540            94.126980
## Matthew McCants             30.370986            35.175488
## Jamon Brown                 43.650651            35.436872
## Cedric Ogbuehi              53.395966            53.620324
## Donovan Smith               43.828559            35.653099
## D.J. Fluker                 69.290414            59.141628
## Byron Stingily              37.615204            41.084620
## Ty Nsekhe                   30.107940            27.779595
## Matt Kalil                  58.942372            58.790943
## Jeremiah Poutasi            31.385311            24.446286
## David Foucault              21.581082            20.306652
## Cody Booth                  18.540596            16.595736
## Nate Solder                 83.408947            81.072742
## Justin Pugh                 50.937150            56.389039
## Eric Winston                34.530451            42.778912
## Joe Thomas                  96.521788            96.901790
## Taylor Lewan                83.278341            76.562510
## Lane Johnson                85.691453            78.959780
## Joe Staley                  98.606282            97.790135
## Cameron Fleming             42.750478            36.196455
## Ian Silberman               22.035085            15.624151
## Ryan Harris                 63.557298            71.780632
## Ereck Flowers               55.830458            46.850534
## Caylin Hauptmann            21.393215            24.520842
## Andrus Peat                 60.362620            60.616351
## Mike Adams                  40.343547            38.849441
## Mike Harris                 24.094081            23.458783
## Ryan Schraeder              63.633140            70.165038
## Doug Free                   90.157643            86.281794
## James Hurst                 27.062557            27.256515
## Mitchell Van Dyk            27.408566            18.663638
## Tyron Smith                 97.639872            96.295937
## Jeff Adams                  28.089114            37.574888
## Chaz Green                  23.610836            29.296163
## Mickey Baucus               13.280618            17.049266
## Joe Barksdale               67.412912            60.369429
## Tayo Fabuluje               15.065358            11.538990
## Ja'Wuan James               51.115170            54.649033
## Marcus Cannon               52.494454            56.407119
## Michael Schofield           29.489040            33.971665
## Don Barclay                 43.516429            48.824442
## Lamar Holmes                36.769175            47.806561
## Tanner Hawkinson            25.498875            32.003417
## Rick Wagner                 77.270050            83.952612
## Jason Fox                   37.075191            34.714317
## Cameron Bradfield           30.998073            28.884844
## Jake Matthews               56.420776            59.441171
## Jake Rodgers                11.307532            12.990086
## Austin Pasztor              46.420499            46.635134
## Tyler Polumbus              36.411552            43.376640
## Jamon Meredith              34.502236            35.118903
## Sam Young                   38.496491            42.245308
## Kevin Pamphile              49.970098            41.340557
## Chris Hairston              68.084659            65.045749
## Andrew Gardner              55.473820            46.388998
## Jeremy Vujnovich             8.011983             8.437893
## David Bakhtiari             56.738177            72.499430
## Alejandro Villanueva         8.947037            10.583814
## Jake Fisher                 33.920639            40.008341
## Luke Joeckel                68.906558            66.140578
## Sebastian Vollmer           87.843936            90.868411
## Bryan Witzmann              31.721434            26.432077
## Chris Clark                 63.033147            71.172833
## Garry Gilliam               32.220834            28.694278
## Nate Chandler               47.409516            42.003057
## Kelvin Beachum              85.984353            89.792915
## Jermon Bushrod              49.966273            66.575835
## Zach Strief                 82.910365            87.570393
## Ulrick John                 26.687430            30.148528
## Jordan Mills                44.298008            38.107191
## Austin Howard               59.018890            54.979361
## Kevin Graf                  22.109119            16.927447
## Garrett Reynolds            52.293638            50.218381
## Seantrel Henderson          46.521716            50.733655
## Denzelle Good                8.311146             4.953269
## Corey Robinson              22.593978            18.770349
## Daryl Williams              39.592750            28.871587
## Greg Robinson               66.064991            56.569776
## Tom Compton                 48.499621            39.504403
## Demar Dotson                71.810194            79.474589
## Donald Stephenson           49.156229            44.217222
## Darrion Weems               33.827444            36.093256
## Charles Leno                28.306363            32.357072
## Byron Bell                  42.671259            37.979144
## Brandon Mosley              28.972810            21.739559
## Jason Weaver                24.452997            23.914129
## Mitchell Schwartz           45.645084            61.358840
## Rob Havenstein              47.556756            32.781194
## Justin Britt                51.360098            45.057602
## Derek Newton                90.105096            81.328271
## Phil Loadholt               81.185830            74.884105
## Tyrus Thompson              19.174698            21.454859
## Joe Reitz                   52.771491            56.759223
## Josh Wells                  51.618564            41.471550
## Bryce Harris                33.816858            32.423077
## Laurence Gibson             14.081946            15.750852
## Brennan Williams            34.371499            23.112665
## Eric Fisher                 67.754703            64.606011
## Terry Poole                 13.828250            16.610869
## Cornelius Lucas             32.169189            37.627160
## Nick Becton                 15.412563            17.605532
## Donald Hawkins              21.655743            23.334295
## J'Marcus Webb               40.182003            44.461812
## Bryan Bulaga                82.251638            85.792415
## Bradley Sowell              44.330273            47.898007
## Anthony Castonzo            89.770043            92.120259
## Jermey Parnell              82.346323            78.143387
## Michael Oher                42.353414            51.276684
## Eugene Monroe               64.610621            77.694294
## Trent Williams              86.535968            88.542593
## Jonathan Martin             46.964405            45.357448
## Marcus Gilbert              74.594805            75.264790
## Derek Sherrod               35.256965            32.439586
## D'Brickashaw Ferguson       76.150115            84.017946
## Russell Okung               84.216228            86.907820
## Jared Veldheer              91.096250            92.133746
## Donald Penn                 88.753906            92.535388
## Bobby Massie                62.304206            61.209601
## D.J. Humphries              38.298716            38.138681
## Jason Peters                98.478666            97.818151
## Ben Ijalana                 24.027003            26.531966
##                       Moderate Pass Blocker V6
## Menelik Watson                    31.281072 73
## Michael Bowie                     44.970402 73
## Ty Sambrailo                      34.616290 66
## Steven Baker                      13.648719 63
## Marshall Newhouse                 54.344387 71
## Will Yeatman                      30.161588 66
## Andre Smith                       78.585366 85
## Cordy Glenn                       84.259308 86
## Marcel Jones                      29.162751 70
## Oday Aboushi                      55.013639 75
## Andrew Whitworth                  97.580651 95
## Will Beatty                       85.370253 85
## Erik Pears                        34.743209 72
## Michael Williams                  20.975850 66
## Reid Fragel                       23.098408 71
## Tavon Rooks                       24.548999 63
## LaAdrian Waddle                   64.943063 79
## Anthony Morris                     8.989820 56
## Terron Armstead                   78.158690 81
## Terren Jones                      17.221720 64
## T.J. Clemmings                    29.959639 71
## Andrew McDonald                   30.587721 70
## Ryan Clady                        77.285469 83
## Gosder Cherilus                   62.203388 80
## Branden Albert                    92.863650 90
## Mike Remmers                      59.036472 77
## Morgan Moses                      41.465220 70
## Ryan Seymour                      27.718599 62
## Ryan Miller                       24.906848 63
## Breno Giacomini                   60.813650 78
## Riley Reiff                       83.948072 82
## Martin Wallace                    26.499754 59
## Brandon Washington                34.355880 72
## Brandon Scherff                   63.359917 80
## Cyrus Kouandjio                   22.184073 67
## King Dunlap                       90.270740 83
## Duane Brown                       93.485824 90
## Matthew McCants                   32.642177 67
## Jamon Brown                       39.648625 65
## Cedric Ogbuehi                    53.503708 73
## Donovan Smith                     39.846667 67
## D.J. Fluker                       64.544750 81
## Byron Stingily                    39.270498 74
## Ty Nsekhe                         28.978974 69
## Matt Kalil                        58.869678 73
## Jeremiah Poutasi                  27.948216 68
## David Foucault                    20.963453 67
## Cody Booth                        17.589705 66
## Nate Solder                       82.311436 82
## Justin Pugh                       53.563466 79
## Eric Winston                      38.426332 75
## Joe Thomas                        96.708775 95
## Taylor Lewan                      80.223847 81
## Lane Johnson                      82.664273 88
## Joe Staley                        98.254233 94
## Cameron Fleming                   39.566287 72
## Ian Silberman                     18.786922 64
## Ryan Harris                       67.614190 76
## Ereck Flowers                     51.527562 73
## Caylin Hauptmann                  22.865119 67
## Andrus Peat                       60.484507 75
## Mike Adams                        39.624228 66
## Mike Harris                       23.787873 67
## Ryan Schraeder                    66.833893 80
## Doug Free                         88.410202 87
## James Hurst                       27.155602 59
## Mitchell Van Dyk                  22.974679 67
## Tyron Smith                       97.056948 93
## Jeff Adams                        32.503729 67
## Chaz Green                        26.262638 68
## Mickey Baucus                     15.012068 61
## Joe Barksdale                     64.090182 80
## Tayo Fabuluje                     13.291312 61
## Ja'Wuan James                     52.814810 76
## Marcus Cannon                     54.378531 72
## Michael Schofield                 31.607850 69
## Don Barclay                       46.056523 75
## Lamar Holmes                      41.991752 70
## Tanner Hawkinson                  28.534609 70
## Rick Wagner                       80.655903 86
## Jason Fox                         35.934868 73
## Cameron Bradfield                 29.974940 72
## Jake Matthews                     57.876873 75
## Jake Rodgers                      12.094957 62
## Austin Pasztor                    46.523546 74
## Tyler Polumbus                    39.715390 73
## Jamon Meredith                    34.797835 66
## Sam Young                         40.285448 65
## Kevin Pamphile                    45.801102 75
## Chris Hairston                    66.639068 74
## Andrew Gardner                    51.118100 67
## Jeremy Vujnovich                   8.214416 60
## David Bakhtiari                   64.625767 79
## Alejandro Villanueva               9.707802 63
## Jake Fisher                       36.802663 72
## Luke Joeckel                      67.590521 76
## Sebastian Vollmer                 89.374172 91
## Bryan Witzmann                    29.125387 68
## Chris Clark                       67.043279 79
## Garry Gilliam                     30.504830 69
## Nate Chandler                     44.801310 76
## Kelvin Beachum                    87.919148 87
## Jermon Bushrod                    58.128448 79
## Zach Strief                       85.272041 85
## Ulrick John                       28.324098 65
## Jordan Mills                      41.298107 74
## Austin Howard                     57.088453 78
## Kevin Graf                        19.516066 67
## Garrett Reynolds                  51.297608 77
## Seantrel Henderson                48.542177 76
## Denzelle Good                      6.530943 58
## Corey Robinson                    20.705634 63
## Daryl Williams                    34.284752 70
## Greg Robinson                     61.591529 74
## Tom Compton                       44.141900 76
## Demar Dotson                      75.654441 80
## Donald Stephenson                 46.778386 77
## Darrion Weems                     34.908705 66
## Charles Leno                      30.221086 65
## Byron Bell                        40.400915 73
## Brandon Mosley                    25.363351 70
## Jason Weaver                      24.193440 68
## Mitchell Schwartz                 53.257948 77
## Rob Havenstein                    40.284462 70
## Justin Britt                      48.328401 76
## Derek Newton                      86.361293 87
## Phil Loadholt                     78.290734 85
## Tyrus Thompson                    20.250450 64
## Joe Reitz                         54.692224 71
## Josh Wells                        46.718592 73
## Bryce Harris                      33.144699 71
## Laurence Gibson                   14.867712 60
## Brennan Williams                  28.700985 60
## Eric Fisher                       66.256977 75
## Terry Poole                       15.122077 63
## Cornelius Lucas                   34.750690 65
## Nick Becton                       16.441970 65
## Donald Hawkins                    22.452853 64
## J'Marcus Webb                     42.225637 70
## Bryan Bulaga                      84.016135 87
## Bradley Sowell                    46.039432 74
## Anthony Castonzo                  90.955382 89
## Jermey Parnell                    80.396016 84
## Michael Oher                      46.617540 72
## Eugene Monroe                     71.249567 82
## Trent Williams                    87.527731 87
## Jonathan Martin                   46.192025 67
## Marcus Gilbert                    74.917690 84
## Derek Sherrod                     33.892885 73
## D'Brickashaw Ferguson             80.165084 84
## Russell Okung                     85.550966 85
## Jared Veldheer                    91.606467 90
## Donald Penn                       90.712506 89
## Bobby Massie                      61.779792 79
## D.J. Humphries                    38.221848 74
## Jason Peters                      98.186737 96
## Ben Ijalana                       25.213457 66
##                       High Awareness Run Blocker Power Run Blocker
## Menelik Watson                         36.189325         34.889076
## Michael Bowie                          42.114956         45.215205
## Ty Sambrailo                           31.463281         31.199687
## Steven Baker                           19.521222         16.415746
## Marshall Newhouse                      57.556121         54.934712
## Will Yeatman                           33.528515         29.387905
## Andre Smith                            72.356716         74.671821
## Cordy Glenn                            81.915184         81.825565
## Marcel Jones                           24.211126         23.635177
## Oday Aboushi                           50.926734         53.087586
## Andrew Whitworth                       94.519160         94.787976
## Will Beatty                            82.054809         81.728690
## Erik Pears                             41.418396         34.197553
## Michael Williams                       25.004998         23.723949
## Reid Fragel                            30.873493         32.094694
## Tavon Rooks                            24.882626         24.362506
## LaAdrian Waddle                        57.810374         56.823886
## Anthony Morris                          9.640831         10.155149
## Terron Armstead                        81.178308         81.539148
## Terren Jones                           16.517614         16.793142
## T.J. Clemmings                         33.526463         39.875603
## Andrew McDonald                        34.001398         31.676472
## Ryan Clady                             75.794478         72.268736
## Gosder Cherilus                        66.498459         63.145462
## Branden Albert                         88.394257         88.904141
## Mike Remmers                           56.794679         54.507070
## Morgan Moses                           39.069171         41.503907
## Ryan Seymour                           35.703192         35.153599
## Ryan Miller                            30.497262         31.884344
## Breno Giacomini                        59.448542         57.356702
## Riley Reiff                            82.023674         84.156728
## Martin Wallace                         24.820446         26.645821
## Brandon Washington                     38.127920         39.141763
## Brandon Scherff                        63.610256         68.157158
## Cyrus Kouandjio                        18.309793         24.185828
## King Dunlap                            83.359199         87.103517
## Duane Brown                            91.382354         91.276543
## Matthew McCants                        31.969650         31.193593
## Jamon Brown                            43.227837         45.045877
## Cedric Ogbuehi                         54.395253         55.084794
## Donovan Smith                          40.268794         43.861944
## D.J. Fluker                            64.832952         68.294517
## Byron Stingily                         44.118474         40.551546
## Ty Nsekhe                              26.974418         27.795924
## Matt Kalil                             68.581928         65.091199
## Jeremiah Poutasi                       27.094221         29.988629
## David Foucault                         22.922368         22.496246
## Cody Booth                             19.252840         20.427993
## Nate Solder                            83.728748         83.825388
## Justin Pugh                            57.451311         54.810559
## Eric Winston                           49.513107         41.628701
## Joe Thomas                             96.167603         96.256160
## Taylor Lewan                           81.699616         84.156518
## Lane Johnson                           84.533203         86.819273
## Joe Staley                             97.699200         98.064531
## Cameron Fleming                        40.812068         42.850401
## Ian Silberman                          21.513155         24.028684
## Ryan Harris                            61.485545         58.874175
## Ereck Flowers                          49.492964         56.537467
## Caylin Hauptmann                       24.948757         23.098557
## Andrus Peat                            55.217889         56.873665
## Mike Adams                             43.424097         42.743510
## Mike Harris                            23.738135         23.821886
## Ryan Schraeder                         62.990871         61.254598
## Doug Free                              84.057899         85.931470
## James Hurst                            25.041639         24.183862
## Mitchell Van Dyk                       27.074029         29.497269
## Tyron Smith                            95.176172         96.377680
## Jeff Adams                             36.158031         31.103159
## Chaz Green                             28.239016         25.745274
## Mickey Baucus                          15.777332         14.654482
## Joe Barksdale                          60.105844         62.728370
## Tayo Fabuluje                          10.727431         13.085657
## Ja'Wuan James                          52.010022         50.365905
## Marcus Cannon                          50.159370         49.279074
## Michael Schofield                      38.183709         34.015407
## Don Barclay                            50.689539         46.401890
## Lamar Holmes                           41.197277         36.215876
## Tanner Hawkinson                       35.656429         31.520829
## Rick Wagner                            76.048832         75.049309
## Jason Fox                              34.096001         34.993207
## Cameron Bradfield                      39.236938         36.669418
## Jake Matthews                          64.240216         61.663108
## Jake Rodgers                           13.083995         12.686022
## Austin Pasztor                         43.225837         42.070337
## Tyler Polumbus                         42.822019         37.619328
## Jamon Meredith                         40.367265         37.453043
## Sam Young                              41.447503         38.287849
## Kevin Pamphile                         50.009076         51.117777
## Chris Hairston                         59.205787         61.809750
## Andrew Gardner                         54.789273         55.636211
## Jeremy Vujnovich                       14.166282         13.727419
## David Bakhtiari                        64.597851         57.730047
## Alejandro Villanueva                   14.717855         12.865172
## Jake Fisher                            40.022669         37.841449
## Luke Joeckel                           68.437391         69.658867
## Sebastian Vollmer                      85.198265         85.091992
## Bryan Witzmann                         32.784919         32.958472
## Chris Clark                            57.979510         56.266057
## Garry Gilliam                          33.315671         33.324534
## Nate Chandler                          50.340175         49.935935
## Kelvin Beachum                         80.287469         80.381315
## Jermon Bushrod                         65.763922         57.659480
## Zach Strief                            77.758438         77.252523
## Ulrick John                            29.854707         28.469799
## Jordan Mills                           43.949112         44.846847
## Austin Howard                          54.438250         55.263232
## Kevin Graf                             25.407503         26.970083
## Garrett Reynolds                       51.373229         51.134391
## Seantrel Henderson                     48.001881         45.481693
## Denzelle Good                           7.652592          9.563455
## Corey Robinson                         20.633980         24.061800
## Daryl Williams                         33.461862         38.760452
## Greg Robinson                          70.257561         71.471330
## Tom Compton                            53.332989         54.470369
## Demar Dotson                           65.562442         65.163165
## Donald Stephenson                      54.232960         54.240358
## Darrion Weems                          32.122273         32.366931
## Charles Leno                           33.212671         30.764197
## Byron Bell                             40.687893         41.128299
## Brandon Mosley                         33.034795         36.296464
## Jason Weaver                           23.743609         24.572447
## Mitchell Schwartz                      50.703385         45.897124
## Rob Havenstein                         35.116612         41.823534
## Justin Britt                           50.216529         51.404370
## Derek Newton                           80.960042         84.932675
## Phil Loadholt                          73.381744         76.989633
## Tyrus Thompson                         17.513094         18.619346
## Joe Reitz                              52.687342         50.639112
## Josh Wells                             44.541776         49.193335
## Bryce Harris                           36.191328         35.538957
## Laurence Gibson                        20.042604         18.168765
## Brennan Williams                       25.521747         30.777403
## Eric Fisher                            69.963827         70.402044
## Terry Poole                            20.684018         19.507154
## Cornelius Lucas                        34.648120         31.394014
## Nick Becton                            19.841832         18.183695
## Donald Hawkins                         18.671465         19.656840
## J'Marcus Webb                          44.332240         42.230089
## Bryan Bulaga                           77.529081         78.368090
## Bradley Sowell                         47.703684         44.184241
## Anthony Castonzo                       86.259540         86.544502
## Jermey Parnell                         73.623987         76.846398
## Michael Oher                           54.589875         49.214799
## Eugene Monroe                          70.699116         65.509328
## Trent Williams                         86.404652         85.371811
## Jonathan Martin                        48.638998         47.996423
## Marcus Gilbert                         68.973870         70.734867
## Derek Sherrod                          35.710937         36.749752
## D'Brickashaw Ferguson                  80.355956         76.576612
## Russell Okung                          81.680017         81.378187
## Jared Veldheer                         89.544229         89.928444
## Donald Penn                            87.025460         85.969860
## Bobby Massie                           60.543687         60.600628
## D.J. Humphries                         40.618991         43.514641
## Jason Peters                           95.744856         97.104395
## Ben Ijalana                            25.787553         26.369887
##                       Fast Run Blocker High Awareness Pass Blocker
## Menelik Watson                35.44086                   34.573630
## Michael Bowie                 42.73673                   38.665648
## Ty Sambrailo                  31.78659                   33.233535
## Steven Baker                  23.62225                   18.408009
## Marshall Newhouse             57.49814                   53.065314
## Will Yeatman                  34.04003                   35.168017
## Andre Smith                   68.95068                   75.331028
## Cordy Glenn                   80.67812                   83.825384
## Marcel Jones                  19.86832                   28.576994
## Oday Aboushi                  48.72221                   51.231318
## Andrew Whitworth              91.47428                   95.892353
## Will Beatty                   78.79806                   84.743017
## Erik Pears                    36.14043                   44.034904
## Michael Williams              29.12818                   23.398690
## Reid Fragel                   35.67752                   27.449412
## Tavon Rooks                   27.60747                   26.485455
## LaAdrian Waddle               52.01912                   65.442212
## Anthony Morris                12.96618                   10.086087
## Terron Armstead               86.06817                   78.525165
## Terren Jones                  16.55345                   17.615327
## T.J. Clemmings                45.16123                   31.934870
## Andrew McDonald               34.65293                   34.901022
## Ryan Clady                    67.42262                   79.967380
## Gosder Cherilus               62.69500                   62.108617
## Branden Albert                84.95142                   90.578615
## Mike Remmers                  55.89806                   60.192305
## Morgan Moses                  39.86131                   43.038272
## Ryan Seymour                  39.99432                   31.152023
## Ryan Miller                   33.57564                   29.270757
## Breno Giacomini               55.02040                   58.553380
## Riley Reiff                   82.01752                   83.124862
## Martin Wallace                25.60397                   23.310381
## Brandon Washington            41.54518                   35.441211
## Brandon Scherff               69.32528                   61.362013
## Cyrus Kouandjio               19.34745                   19.447989
## King Dunlap                   79.96215                   82.789675
## Duane Brown                   88.96160                   92.734650
## Matthew McCants               27.95962                   36.100145
## Jamon Brown                   49.73467                   37.060115
## Cedric Ogbuehi                57.45705                   56.282883
## Donovan Smith                 49.62994                   36.321621
## D.J. Fluker                   64.13638                   60.773194
## Byron Stingily                47.14442                   41.537776
## Ty Nsekhe                     24.93191                   25.741631
## Matt Kalil                    68.06439                   63.536623
## Jeremiah Poutasi              31.73746                   23.825929
## David Foucault                25.03710                   20.763257
## Cody Booth                    21.97933                   19.126148
## Nate Solder                   82.96611                   82.433220
## Justin Pugh                   56.17662                   59.648930
## Eric Winston                  44.89384                   46.905551
## Joe Thomas                    95.61451                   96.745205
## Taylor Lewan                  85.73534                   79.463173
## Lane Johnson                  89.73210                   82.376458
## Joe Staley                    97.51736                   97.475528
## Cameron Fleming               43.13847                   37.564126
## Ian Silberman                 28.95459                   18.428284
## Ryan Harris                   51.80067                   66.355814
## Ereck Flowers                 53.96066                   51.068846
## Caylin Hauptmann              24.99957                   25.194265
## Andrus Peat                   58.07552                   56.799582
## Mike Adams                    39.98753                   42.063785
## Mike Harris                   20.76148                   23.848339
## Ryan Schraeder                62.44413                   66.404385
## Doug Free                     81.44844                   83.174123
## James Hurst                   20.31188                   24.593213
## Mitchell Van Dyk              34.30345                   22.605454
## Tyron Smith                   95.39375                   95.433821
## Jeff Adams                    35.11599                   38.690894
## Chaz Green                    28.69443                   30.723036
## Mickey Baucus                 16.38364                   17.810001
## Joe Barksdale                 57.40887                   57.011783
## Tayo Fabuluje                 12.72509                   10.497293
## Ja'Wuan James                 49.47569                   53.197992
## Marcus Cannon                 46.93087                   51.035048
## Michael Schofield             41.91826                   36.499930
## Don Barclay                   50.19673                   49.451100
## Lamar Holmes                  35.36314                   43.631445
## Tanner Hawkinson              39.41148                   36.406695
## Rick Wagner                   72.51585                   81.459246
## Jason Fox                     28.27036                   34.722666
## Cameron Bradfield             44.61152                   32.851128
## Jake Matthews                 65.53576                   63.748383
## Jake Rodgers                  14.73990                   14.228546
## Austin Pasztor                38.28113                   42.294962
## Tyler Polumbus                38.44903                   41.155575
## Jamon Meredith                42.08467                   35.579664
## Sam Young                     39.21249                   39.880577
## Kevin Pamphile                57.42685                   43.025120
## Chris Hairston                56.30956                   59.653478
## Andrew Gardner                57.95477                   46.819165
## Jeremy Vujnovich              22.72959                   13.079052
## David Bakhtiari               60.04133                   69.212146
## Alejandro Villanueva          20.07643                   13.792549
## Jake Fisher                   44.28955                   43.331173
## Luke Joeckel                  64.86751                   69.182957
## Sebastian Vollmer             80.17700                   88.420033
## Bryan Witzmann                37.74355                   27.724490
## Chris Clark                   51.64510                   62.575877
## Garry Gilliam                 38.71449                   30.054793
## Nate Chandler                 53.17429                   44.905708
## Kelvin Beachum                75.73886                   85.042670
## Jermon Bushrod                61.07716                   68.890147
## Zach Strief                   69.19239                   82.274098
## Ulrick John                   31.81627                   31.629340
## Jordan Mills                  42.58636                   40.387418
## Austin Howard                 47.99001                   51.902409
## Kevin Graf                    33.38783                   21.765233
## Garrett Reynolds              48.43526                   49.205612
## Seantrel Henderson            48.52432                   47.345260
## Denzelle Good                 11.96237                    6.192611
## Corey Robinson                26.39338                   20.992873
## Daryl Williams                38.20844                   30.782974
## Greg Robinson                 75.07973                   63.283610
## Tom Compton                   58.38316                   46.390609
## Demar Dotson                  54.89906                   73.456677
## Donald Stephenson             57.52280                   50.300794
## Darrion Weems                 30.20799                   33.979541
## Charles Leno                  33.07219                   34.086645
## Byron Bell                    36.45236                   36.374789
## Brandon Mosley                39.11631                   30.018726
## Jason Weaver                  23.14681                   23.931357
## Mitchell Schwartz             42.21037                   58.956474
## Rob Havenstein                38.28900                   32.076410
## Justin Britt                  50.38627                   46.220542
## Derek Newton                  82.92897                   76.336172
## Phil Loadholt                 67.34656                   72.347679
## Tyrus Thompson                20.18855                   19.855901
## Joe Reitz                     48.96689                   52.747221
## Josh Wells                    48.80738                   42.020435
## Bryce Harris                  37.55806                   34.058382
## Laurence Gibson               26.38613                   19.026178
## Brennan Williams              28.32149                   22.185629
## Eric Fisher                   71.23516                   68.786245
## Terry Poole                   27.08509                   21.836563
## Cornelius Lucas               33.34967                   35.290819
## Nick Becton                   22.08566                   20.045440
## Donald Hawkins                18.39832                   21.460334
## J'Marcus Webb                 41.59051                   44.715782
## Bryan Bulaga                  72.46065                   82.983092
## Bradley Sowell                44.52470                   46.479447
## Anthony Castonzo              82.80783                   89.509706
## Jermey Parnell                73.03543                   73.917063
## Michael Oher                  50.44458                   54.345741
## Eugene Monroe                 63.03694                   75.680546
## Trent Williams                86.93177                   86.021209
## Jonathan Martin               45.68319                   47.088538
## Marcus Gilbert                63.36238                   72.385493
## Derek Sherrod                 34.82112                   35.339819
## D'Brickashaw Ferguson         75.46902                   82.671895
## Russell Okung                 76.46575                   84.482194
## Jared Veldheer                88.54670                   90.752521
## Donald Penn                   83.18218                   89.285435
## Bobby Massie                  59.38940                   60.038041
## D.J. Humphries                46.61293                   44.992139
## Jason Peters                  94.78586                   96.634005
## Ben Ijalana                   28.60829                   28.654387
##                       Fast Pass Blocker V6
## Menelik Watson                34.868997 73
## Michael Bowie                 36.952025 73
## Ty Sambrailo                  33.783490 66
## Steven Baker                  26.391942 63
## Marshall Newhouse             55.435419 71
## Will Yeatman                  39.504155 66
## Andre Smith                   69.288097 85
## Cordy Glenn                   82.457111 86
## Marcel Jones                  23.320922 70
## Oday Aboushi                  46.772305 75
## Andrew Whitworth              92.524471 95
## Will Beatty                   81.396860 85
## Erik Pears                    43.939760 72
## Michael Williams              29.399154 66
## Reid Fragel                   31.964494 71
## Tavon Rooks                   30.232218 63
## LaAdrian Waddle               59.413308 79
## Anthony Morris                13.620918 56
## Terron Armstead               84.537121 81
## Terren Jones                  17.371017 64
## T.J. Clemmings                39.970657 71
## Andrew McDonald               37.712697 70
## Ryan Clady                    73.745753 83
## Gosder Cherilus               60.634809 80
## Branden Albert                86.399514 90
## Mike Remmers                  60.932771 77
## Morgan Moses                  41.719165 70
## Ryan Seymour                  36.663120 62
## Ryan Miller                   31.697746 63
## Breno Giacomini               55.163367 78
## Riley Reiff                   81.183422 82
## Martin Wallace                22.777165 59
## Brandon Washington            38.635425 72
## Brandon Scherff               64.434734 80
## Cyrus Kouandjio               16.064300 67
## King Dunlap                   74.420109 83
## Duane Brown                   90.201409 90
## Matthew McCants               31.640574 67
## Jamon Brown                   43.248469 65
## Cedric Ogbuehi                59.205359 73
## Donovan Smith                 44.240138 67
## D.J. Fluker                   56.917192 81
## Byron Stingily                48.279383 74
## Ty Nsekhe                     22.806266 69
## Matt Kalil                    66.161380 73
## Jeremiah Poutasi              26.705859 68
## David Foucault                23.595496 67
## Cody Booth                    21.291809 66
## Nate Solder                   81.452473 82
## Justin Pugh                   60.299805 79
## Eric Winston                  48.346619 75
## Joe Thomas                    96.065360 95
## Taylor Lewan                  82.558203 81
## Lane Johnson                  87.308540 88
## Joe Staley                    96.839253 94
## Cameron Fleming               38.665542 72
## Ian Silberman                 24.503219 64
## Ryan Harris                   57.296354 76
## Ereck Flowers                 50.226171 73
## Caylin Hauptmann              26.898143 67
## Andrus Peat                   58.682068 75
## Mike Adams                    38.672226 66
## Mike Harris                   20.284828 67
## Ryan Schraeder                67.070836 80
## Doug Free                     78.027518 87
## James Hurst                   19.795197 59
## Mitchell Van Dyk              28.628056 67
## Tyron Smith                   94.505595 93
## Jeff Adams                    41.904411 67
## Chaz Green                    33.497554 68
## Mickey Baucus                 19.606122 61
## Joe Barksdale                 51.575455 80
## Tayo Fabuluje                 10.840978 61
## Ja'Wuan James                 51.572526 76
## Marcus Cannon                 47.945144 72
## Michael Schofield             44.667062 69
## Don Barclay                   52.591295 75
## Lamar Holmes                  40.834626 70
## Tanner Hawkinson              44.648119 70
## Rick Wagner                   78.390194 86
## Jason Fox                     27.132825 73
## Cameron Bradfield             41.404305 72
## Jake Matthews                 67.431079 75
## Jake Rodgers                  16.655425 62
## Austin Pasztor                37.507347 74
## Tyler Polumbus                40.531036 73
## Jamon Meredith                40.222381 66
## Sam Young                     40.020923 65
## Kevin Pamphile                51.116808 75
## Chris Hairston                53.934775 74
## Andrew Gardner                50.186132 67
## Jeremy Vujnovich              23.559373 60
## David Bakhtiari               69.456208 79
## Alejandro Villanueva          22.100316 63
## Jake Fisher                   50.237555 72
## Luke Joeckel                  63.862061 76
## Sebastian Vollmer             83.194371 91
## Bryan Witzmann                33.294298 68
## Chris Clark                   56.531767 79
## Garry Gilliam                 36.350917 69
## Nate Chandler                 48.801305 76
## Kelvin Beachum                80.132183 87
## Jermon Bushrod                70.000031 79
## Zach Strief                   73.371656 85
## Ulrick John                   35.201722 65
## Jordan Mills                  38.209958 74
## Austin Howard                 43.707936 78
## Kevin Graf                    29.376313 67
## Garrett Reynolds              46.039824 77
## Seantrel Henderson            50.150257 76
## Denzelle Good                  8.983216 58
## Corey Robinson                24.700002 63
## Daryl Williams                31.907596 70
## Greg Robinson                 68.720715 74
## Tom Compton                   51.708385 76
## Demar Dotson                  61.784989 80
## Donald Stephenson             54.365547 77
## Darrion Weems                 31.393087 66
## Charles Leno                  36.054133 65
## Byron Bell                    31.410762 73
## Brandon Mosley                34.297105 70
## Jason Weaver                  22.530091 68
## Mitchell Schwartz             52.745299 77
## Rob Havenstein                30.387735 70
## Justin Britt                  45.568144 76
## Derek Newton                  75.093373 87
## Phil Loadholt                 61.434396 85
## Tyrus Thompson                22.083222 64
## Joe Reitz                     50.113506 71
## Josh Wells                    43.156066 73
## Bryce Harris                  36.283133 71
## Laurence Gibson               28.412248 60
## Brennan Williams              21.328147 60
## Eric Fisher                   69.980388 75
## Terry Poole                   30.881083 63
## Cornelius Lucas               36.578227 65
## Nick Becton                   24.318673 65
## Donald Hawkins                20.115357 64
## J'Marcus Webb                 43.258439 70
## Bryan Bulaga                  76.822074 87
## Bradley Sowell                45.794276 74
## Anthony Castonzo              85.655376 89
## Jermey Parnell                70.264846 84
## Michael Oher                  54.067326 72
## Eugene Monroe                 71.391537 82
## Trent Williams                87.499907 87
## Jonathan Martin               44.225266 67
## Marcus Gilbert                64.281446 84
## Derek Sherrod                 33.443058 73
## D'Brickashaw Ferguson         80.343657 84
## Russell Okung                 78.968127 85
## Jared Veldheer                89.283369 90
## Donald Penn                   86.058804 89
## Bobby Massie                  58.643425 79
## D.J. Humphries                49.435923 74
## Jason Peters                  94.074529 96
## Ben Ijalana                   31.487581 66